[CVPR 2023] Zero-shot Generative Model Adaptation via Image-specific Prompt Learning


tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.


coral-pytorch

CORAL and CORN implementations for ordinal regression with deep neural networks.


HNeRV

Official Pytorch implementation for HNeRV: a hybrid video neural representation (CVPR 2023)


Langchain-Chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain


VideoCrafter

VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models


LVDM

LVDM: Latent Video Diffusion Models for High-Fidelity Long Video Generation


mmdeploy

OpenMMLab Model Deployment Framework


🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch


lmql

A language for constraint-guided and efficient LLM programming.


chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.


retrieval-augmented-diffusion-models

Official codebase for the Paper “Retrieval-Augmented Diffusion Models”


rllama

Rust+OpenCL+AVX2 implementation of LLaMA inference code


EasyLM

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.


segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.


GLIGEN

Open-Set Grounded Text-to-Image Generation


chatglm 6b finetuning and alpaca finetuning


Luotuo-Chinese-LLM

骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技


github-to-sqlite

Save data from GitHub to a SQLite database


Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)


MochiDiffusion

Run Stable Diffusion on Mac natively


chatgpt-backup

Single client side script to backup your entire ChatGPT conversation history


PyGithub

Typed interactions with the GitHub API v3


llm-strategy

Directly Connecting Python to LLMs - Dataclasses & Interfaces <-> LLMs


AgileRL

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.


diffusers

A modular Rust library for super fast Stable Diffusion inference - 45% faster than PyTorch 🔮


AdaMPI

Single-View View Synthesis in the Wild with Learned Adaptive Multiplane Images, accepted by SIGGRAPH 2022.


neural-function-distributions

Pytorch implementation of Generative Models as Distributions of Functions 🌿


llm-security

New ways of breaking app-integrated LLMs


ivid

PyTorch implementation of the ICCV paper "3D-aware Image Generation using 2D Diffusion Models"


loom

Multiversal tree writing interface for human-AI collaboration


baize-chatbot

Let ChatGPT teach your own chatbot in hours with a single GPU!


camel

🐫 CAMEL: Communicative Agents for “Mind” Exploration of Large Language Model Society (NeruIPS'2023) https://www.camel-ai.org


alpaca-libre

Reimplementation of the task generation part from the Alpaca paper


hh-rlhf

Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"


faster-whisper

Faster Whisper transcription with CTranslate2


Fast inference engine for Transformer models


OpenCat

An open source quadruped robot pet framework for developing Boston Dynamics-style four-legged robots that are perfect for STEM, coding & robotics education, IoT robotics applications, AI-enhanced robotics application services, research, and DIY robotics kit development.


Multi-Task-Transformer

Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding"


pal

PaL: Program-Aided Language Models (ICML 2023)


ort

A Rust wrapper for ONNX Runtime


instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings


The accompanying code for "Memory-efficient Transformers via Top-k Attention" (Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant. SustaiNLP 2021).


nucleotide-transformer

🧬 Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics


awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)


rci-agent

A codebase for "Language Models can Solve Computer Tasks"


llama-cpp-python

Python bindings for llama.cpp


infty-diff

Code for the the paper "∞-Diff: Infinite Resolution Diffusion with Subsampled Mollified States"


eai-vc

The repository for the largest and most comprehensive empirical study of visual foundation models for Embodied AI (EAI).


taco

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs


SparseTIR

SparseTIR: Sparse Tensor Compiler for Deep Learning


pyllama

LLaMA: Open and Efficient Foundation Language Models


Blazingly fast encoding for neural networks based on permutohedral lattices


sgpt

SGPT: GPT Sentence Embeddings for Semantic Search


awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.


JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf


GPTeacher

A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer


self-refine

LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.


AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.


able-nerf

This is the official repo for ABLE-NeRF, an attention based/ transformer novel view synthesis work.


ggml-gpt-j-server

A test of ggml with GPT-J


ggml-rs

Work in progress rust bindings to ggml


ngrok-rust

Embed ngrok secure ingress into your Rust apps with a single line of code.


mctx

Monte Carlo tree search in JAX


This repository hosts the code for our paper, "Simple and Effective Synthesis of Indoor 3D Scenes".


Look-Outside-Room

[CVPR 2022] Look Outside the Room: Synthesizing A Consistent Long-Term 3D Scene Video from A Single Image


Locally run an Assistant-Tuned Chat-Style LLM


fastLLaMa

fastLLaMa: An experimental high-performance framework for running Decoder-only LLMs with 4-bit quantization in Python using a C/C++ backend.


cformers

SoTA Transformers with C-backend for fast inference on your CPU.


prismer

The implementation of "Prismer: A Vision-Language Model with Multi-Task Experts".


rwkv.cpp

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model


texturize

🤖🖌 Generate photo-realistic textures based on source images or (soon) PBR materials. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.


AutoPR

Bring your codebase to life


Whisper-GPT

This is a small project that enables user to chat with GPT using voice, through OpenAI's whisper


tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.


lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.


Llama-X

Open Academic Research on Improving LLaMA to SOTA LLM


speechgpt

💬 SpeechGPT is a web application that enables you to converse with ChatGPT.


The pytorch implementation of our CVPR 2023 paper "Conditional Image-to-Video Generation with Latent Flow Diffusion Models"


PL-Marker

Source code for "Packed Levitated Marker for Entity and Relation Extraction"


nxml

LLaMA from First Principles


FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.


PAIR-Diffusion

PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor, 2023


chroma

the AI-native open-source embedding database


Code for "Representing Volumetric Videos as Dynamic MLP Maps" CVPR 2023


chalk

A declarative drawing API in Python


tomesd

Speed up Stable Diffusion with this one simple trick!


An open-source framework for training large multimodal models.


RFdiffusion

Code for running RFdiffusion


marvin

✨ Build AI interfaces that spark joy


OSX

[CVPR 2023] Official implementation of the paper "One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer"


LLaMA-Adapter

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters


consistency-models

A JAX implementation of the continuous time formulation of Consistency Models


gpt4all: run open-source LLMs anywhere


spock

spock is a framework that helps manage complex parameter configurations during research and development of Python applications


text-to-video-synthesis-colab

Text To Video Synthesis Colab


torch-merf

An unofficial pytorch implementation of MeRF


st-moe-pytorch

Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch


closedai

Drop in replacement for OpenAI, but with Open models.


Text-To-Video-Finetuning

Finetune ModelScope's Text To Video model using Diffusers 🧨


pretraining-with-human-feedback

Code accompanying the paper Pretraining Language Models with Human Preferences


LyCORIS

Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion.


(ICCV2023) official repository for "Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation"


reflexion-draft

Reflexion: an autonomous agent with dynamic memory and self-reflection


Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)


[ICCV 2023 Oral] Text-to-Image Diffusion Models are Zero-Shot Video Generators


hlb-gpt

Minimalistic, fast, and experimentation-friendly researcher's toolbench for GPT-like models in ~<365 lines of code. Reaches <3.8 validation loss on wikitext-103 on a single A100 in ~138 seconds.


GPTQ-for-LLaMa

4 bits quantization of LLaMA using GPTQ


gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".


LHOPT

Learned Hyperparameter Optimizers


too-many-lists

Learn Rust by writing Entirely Too Many linked lists


rustlings

:crab: Small exercises to get you used to reading and writing Rust code!


rust-by-example

Learn Rust with examples (Live code editor included)


ReVersion

ReVersion: Diffusion-Based Relation Inversion from Images


maturin

Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages


chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.


tinynerf

Fast and tiny NeRF implementation


adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning


Implementation of Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models


reflexion

[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning


clp-transfer

Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning


typst

A new markup-based typesetting system that is powerful and easy to learn.


removestar

Tool to automatically replace 'import *' in Python files with explicit imports


dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform


ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)


platformdirs

A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".


xTuring

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6


FreeLunch

Meta-heuristic optimisation suite for python


concept-ablation

Ablating Concepts in Text-to-Image Diffusion Models  (ICCV 2023)


A mini-library for training consistency models.


SHERF

Code for our ICCV'2023 paper "SHERF: Generalizable Human NeRF from a Single Image"


transformers.js

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!


spoter-embeddings

Create embeddings from sign pose videos using Transformers


kubernetes-cloud

Getting Started with the CoreWeave Kubernetes GPU Cloud


giffusion

Create GIFs and Videos using Stable Diffusion


catalog

:trophy: :books: A list of awesome MkDocs projects and plugins.

Creative Commons Attribution Share Alike 4.0 International


serge

A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API.


atlas

Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)


fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.


Automatic1111 Stable Diffusion WebUI extension, generates img2img against frames in an animation


sd-webui-keyframer

Automatic1111 Stable Diffusion WebUI extension, increase consistency between images by generating in same latent space.


tensorizer

Module, Model, and Tensor Serialization/Deserialization


An extension of AUTOMATIC1111's webui to remove adverse noise from images.


llama-hub

A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain


Text2Room generates textured 3D meshes from a given text prompt using 2D text-to-image models (ICCV2023).


Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch


Video-P2P: Video Editing with Cross-attention Control


simple-llm-finetuner

Simple UI for LLM Model Finetuning


MM-REACT

Official repo for MM-REACT


workbench

A simple brainstorming space, powered by the github front-end + github actions.


vall-e

An unofficial PyTorch implementation of the audio LM VALL-E


a simple template for practicing NeRF.


bloop

bloop is a fast code search engine written in Rust.


Official code release of "CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition"


sd-webui-bayesian-merger

opinionated bayesian optimisation for stable diffusion models block merge


Auto1111 extension implementing text2video diffusion models (like ModelScope or VideoCrafter) using only Auto1111 webui dependencies


laptop

A shell script to set up a macOS laptop for web and mobile development.


lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..


web-stable-diffusion

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.


Fast & Simple repository for pre-training and fine-tuning T5-style models


GPTDiscord

A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!


python-template

Python project and library template for clean, reliable, open-source projects.


llm

An ecosystem of Rust libraries for working with large language models


PyTorch implementation of US3L (Accepted to CVPR2023)


Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019


ZoeDepth

Metric depth estimation from a single image


unidiffuser

Code and models for the paper "One Transformer Fits All Distributions in Multi-Modal Diffusion"


ControlNetInpaint

Inpaint images with ControlNet


basaran

Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.


erasing

Erasing Concepts from Diffusion Models


AudioLDM

AudioLDM: Generate speech, sound effects, music and beyond, with text.


All-In-One-Deflicker

[CVPR2023] Blind Video Deflickering by Neural Filtering with a Flawed Atlas


causalML-teaching

This repository consolidates my teaching material for "Causal Machine Learning".


ChatGPTerminator

GPTerminator provides a convenient way to interact with OpenAI's chat completion and image generation API's using your command line interface.


alpaca-lora

Instruct-tune LLaMA on consumer hardware


self-instruct

Aligning pretrained language models with instruction data generated by themselves.


Code and documentation to train Stanford's Alpaca models, and generate the data.


llama

User-friendly LLaMA: Train or Run the model using PyTorch. Nothing else.


guardrails

Adding guardrails to large language models.


UNINEXT

[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval


DeepHypergraph

A pytorch library for graph and hypergraph computation.


Instant-NSR

Pytorch implementation of fast surface resconstructor


dalai

The simplest way to run LLaMA on your local machine


Large-Audio-Models

Keep track of big models in audio domain, including speech, singing, music etc.


nerfshop

NeRFshop: Interactive Editing of Neural Radiance Fields


whisper.cpp

Port of OpenAI's Whisper model in C/C++


Automatically split your PyTorch models on multiple GPUs for training & inference


bloomz.cpp

C++ implementation for BLOOM


Blender-ControlNet

Using ControlNet right in Blender.


Train-ControlNet-in-Diffusers

We show you how to train a ControlNet with your own control hint in diffusers framework


talksheet

A GPT powered CLI tool that answers questions about your data


fact-checker

Fact-checking LLM outputs with self-ask


unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.


ClassGPT

ChatGPT for lecture slides


llama.cpp

Port of Facebook's LLaMA model in C/C++


paper-qa

LLM Chain for answering questions from documents with citations


a naive 3d human pose editor GUI.


jax-wavelets

The 2D discrete wavelet transform for JAX


creosote

Identify unused dependencies and avoid a bloated virtual environment.


gigagan-pytorch

Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs


audioFlux

A library for audio and music analysis, feature extraction.


llama-cpu

Fork of Facebooks LLaMa model to run on CPU


📚 Jupyter notebook tutorials for OpenVINO™


onediff

OneDiff: An out-of-the-box acceleration library for diffusion models.


This is the official repo for the paper "Zeroth-Order Optimization Meets Human Feedback: Provable Learning via  Ranking Oracles", Tang et al. https://arxiv.org/abs/2303.03751


modelscope

ModelScope: bring the notion of Model-as-a-Service to life.


sphinx-book-theme

A clean book theme for scientific explanations and documentation with Sphinx


Voxurf

[ ICLR 2023 Spotlight ] Pytorch implementation for "Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction"


openai-python

The official Python library for the OpenAI API


stable-diffusion-webui-two-shot

Latent Couple extension (two shot diffusion port)


dropout

Code release for "Dropout Reduces Underfitting"


Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering


otdd

Optimal Transport Dataset Distance


cdm

[NeurIPS 2023] Official Implementation: "Consistent Diffusion Models"


3D generation on ImageNet [ICLR 2023]


Style Transfer as Optimal Transport


scaling-laws-openclip

Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)


SpikeGPT

Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"


fugue

A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.


litepose

[CVPR'22] Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation


textual-inputs

Textual Inputs is a collection of input widgets for the Textual TUI framework 🔡


pytest-fold

A Pytest plugin to make console output more manageable when there are multiple failed tests


pytest-tui

A Text User Interface (TUI) for Pytest, with console scripts to launch a TUI or an HTML page


macnotesapp

Work with Apple MacOS Notes.app from the command line. Also includes python interface for scripting Notes.app from your own python code.


textual-autocomplete

Easily add autocomplete dropdowns to your Textual apps


textual-select

A simple drop-down (select) for textual with an optional search functionality


textual-imageview

A simple terminal-based image viewer.


llama

Inference code for LLaMA models


localsend

An open-source cross-platform alternative to AirDrop


ChatRWKV

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.


lgssl

[CVPR 2023] Learning Visual Representations via Language-Guided Sampling


diffusionerf

[CVPR 2023] DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models


zorro-pytorch

Implementation of Zorro, Masked Multimodal Transformer, in Pytorch


CoGS

CoGS: Controllable Generation and Search from Sketch and Style


ray-tracing-rust

Ray Tracing in One Weekend - Rust Edition


trl

Train transformer language models with reinforcement learning.


text-generation-inference

Large Language Model Text Generation Inference


ComfyUI

The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.


datamoshing

Datamoshing in python


sd-webui-deforum

Deforum extension for AUTOMATIC1111's Stable Diffusion webui


srsly

🦉 Modern high-performance serialization utilities for Python (JSON, MessagePack, Pickle)


awesome-image-synthesis

Collection of papers in image synthesis with paper graph.


Open-GIA

O-GIA is an umbrella for research, infrastructure and projects ecosystem that should provide open source, reproducible datasets, models, applications & safety tools for Open Generalist Interactive Agents (O-GIA). O-GIA systems will act in collaboration with human or autonomously, supporting various kind of validated decision making and assistance.


phd-thesis

Source code for my PhD thesis: Backpropagation Beyond the Gradient


Transfer the T2I-Adapter with any basemodel in diffusers🔥


ControlNet-for-Diffusers

Transfer the ControlNet with any basemodel in diffusers🔥


ypy

Python bindings to y-crdt


Jupyter document structures for collaborative editing using Yjs/Ypy


composer

Official implementation of "Composer: Creative and Controllable Image Synthesis with Composable Conditions"


suncet

Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803


ByteTransformer

optimized BERT transformer inference on NVIDIA GPU.  https://arxiv.org/abs/2210.03052


Populate library namespace without incurring immediate import costs


BigVGAN

Official PyTorch implementation of BigVGAN (ICLR 2023)


FlexGen

Running large language models on a single GPU for throughput-oriented scenarios.


mm-cot

Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)


minLoRA

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.


minixfromscratch

Development and compilation setup for the book versions of MINIX (2.0.0 and 3.1.0) on QEMU


zuko

Normalizing flows in PyTorch


lampe

Likelihood-free AMortized Posterior Estimation with PyTorch


promptable

Build LLM apps in Typescript/Javascript. 🧑💻 🧑💻 🧑💻 🚀 🚀 🚀


ORCA

Official implementation of ORCA proposed in the paper "Cross-Modal Fine-Tuning: Align then Refine"


QuickVC-VoiceConversion

QuickVC: Any-to-many Voice Conversion Using Inverse Short-time Fourier Transform for Faster Conversion


UniPC

[NeurIPS 2023] UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models


trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)


Awesome-GPU

Awesome resources for GPUs


Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU


Long-context-transformers

Exploring finetuning public checkpoints on filter 8K sequences on Pile


pix2pix3D: Generating 3D Objects from 2D User Inputs


motion-diffusion-model

The official PyTorch implementation of the paper "Human Motion Diffusion Model"


motion_generate_tools is a Blender addon for generate motion using MDM: Human Motion Diffusion Model.


ffmpeg-sidecar

Wrap a standalone FFmpeg binary in an intuitive Iterator interface. 🏍


Attend-and-Excite

Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)


tuna

:fish: Python profile viewer


PCAE

[KBS] PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text Generation PyTorch Implementation


targetedSummarization

TextReducer - A Tool for Summarization and Information Extraction


email-helper

Generate your business emails in seconds (by OpenAI)


teach-anything

Teach any questions in seconds (by OpenAI)


safari

Convolutions for Sequence Modeling


LoRA-deployment

LoRA fine-tuned Stable Diffusion Deployment


The second generation of YOWO action detector.


lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch


aquarel

Styling matplotlib made easy


sd-webui-controlnet

WebUI extension for ControlNet


BITTERS

Large-Scale Bidirectional Training for Zero-Shot Image Captioning


ControlNet

Let us control diffusion models!


dnw

Discovering Neural Wirings (https://arxiv.org/abs/1906.00586)


ubelt

A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching, Hashing: ubelt makes it easy!


Zero-shot Image-to-Image Translation  [SIGGRAPH 2023]


Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research


NeMo

NeMo: a framework for generative AI


dsir

DSIR large-scale data selection framework for language model training


python-wheel-to-conda-package

Convert a Pure-Python Wheel to a noarch Conda package


plug-and-play

Official Pytorch Implementation for “Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation” (CVPR 2023)


trustfall

A query engine for any combination of data sources. Query your files and APIs as if they were databases!


language-model-agents

Experiments with generating opensource language model assistants


audio-ai-timeline

A timeline of the latest AI models for audio generation, starting in 2023!


tortoise-tts-fast

Fast TorToiSe inference (5x or your money back!)


Radiata

Stable diffusion webui based on diffusers.


dino-diffusion

Bare-bones diffusion model code


jsons

🐍 A Python lib for (de)serializing Python objects to/from JSON


jsonpickle

Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the object into JSON. Additionally, it can reconstitute the object back into Python.


prodigy-openai-recipes

✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3


probsem

Probabilistic LLM evaluations. [CogSci2023; ACL2023]


limbus

Open Source async AI pipelines


keyframed

Simple, expressive, pythonic datatypes for manipulating curves parameterized by keyframes and interpolators.


pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings


split-diffusion

The implementation for Accelerating Guided Diffusion Sampling with Splitting Numerical Methods (2023)


mlm-scoring

Python library & examples for Masked Language Model Scoring (ACL 2020)


audio-diffusion

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.


depth-image-io-for-SDWebui

An extension to allow managing custom depth inputs to Stable Diffusion depth2img models for the stable-diffusion-webui repo.


ECON

[CVPR'23, Highlight] ECON: Explicit Clothed humans Optimized via Normal integration


AlgebraicInference.jl

Bayesian inference on wiring diagrams.


pyaesthetics

A python package to extract visual features about the aesthetic appearance from still images.


phycv

PhyCV: The First Physics-inspired Computer Vision Library


symbolicai

Compositional Differentiable Programming Library


SD

Stable Diffusion for studies


augnet

Code of "Deep invariant networks with differentiable augmentation layers"


comparing-automatic-augmentation-blog

Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment


rvq-vae-gpt

My attempts at applying Soundstream design on learned tokenization of text and then applying hierarchical attention to text generation


mayavoz

Pytorch based speech enhancement toolkit.


FaRL

FaRL for Facial Representation Learning [Official, CVPR 2022]


mandala

A powerful and easy to use Python framework for experiment tracking and incremental computing


tiny-diffusion

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.


Tune-A-Video

[ICCV 2023] Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation


Train to 94% on CIFAR-10 in <6.3 seconds on a single A100, the current world speed record. Or ~95.79% in ~110 seconds (or less!)


glumpy

Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization


pdsh

A high performance, parallel remote shell utility


netgraph

Publication-quality network visualisations in python


notesnook

A fully open source & end-to-end encrypted note taking alternative to Evernote.


beartype

Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.


elk

A nimble Mastodon web client


nimporter

Compile Nim Extensions for Python On Import!


dspy

DSPy: The framework for programming—not prompting—foundation models


neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime


Official implementation of the NeurIPS'21 paper 'Conditional Generation Using Polynomial Expansions'.


Official Implementation of the CVPR'20 paper 'Π-nets: Deep Polynomial Neural Networks' and its T-PAMI-21 extension.


tlgan

Time-Lapse Disentanglement With Conditional GANs [SIGGRAPH 2022]


stylegan-t

[ICML'23] StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis


flet

Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.


onnxruntime-training-examples

Examples for using ONNX Runtime for model training.


EveryDream

Advanced fine tuning tools for vision models


gitoxide

An idiomatic, lean, fast & safe pure Rust implementation of Git


openai-cookbook

Examples and guides for using the OpenAI API


comprehensive-rust

This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.


peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.


dadaptation

D-Adaptation for SGD, Adam and AdaGrad


A tiling prompt-guided super-resolution CLI tool.


runhouse

The fastest way to deploy AI apps and services on any infra. Unobtrusive, debuggable, PyTorch-like APIs.


msanii

A novel diffusion-based model for synthesizing long-context, high-fidelity music efficiently.


A playbook for systematically maximizing the performance of deep learning models.


projUNN

Fast training of unitary deep network layers from low-rank updates


muse-maskgit-pytorch

Implementation of Muse: Text-to-Image Generation via Masked Generative Transformers, in Pytorch


Arroz-Con-Cosas

Experimental LDM uses of Paella's architecture


NumericsOfML

Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen


fish-diffusion

An easy to understand TTS / SVS / SVC framework


diff-svc

An Implementation of Singing Voice Conversion Based on Diffsinger


Monitor your GPU for underutilization.


PyGM

🐍 Python library implementing sorted containers with state-of-the-art query performance and compressed memory usage


paint-with-words-sd

Implementation of Paint-with-words with Stable Diffusion : method from eDiff-I that let you generate image from text-labeled segmentation map.


motion-latent-diffusion

[CVPR 2023] Executing your Commands via Motion Diffusion in Latent Space, a fast and high-quality motion diffusion model


petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading


PiPPy

Pipeline Parallelism for PyTorch


gimp-stable-boy

GIMP plugin for AUTOMATIC1111's Stable Diffusion WebUI


tinydb

TinyDB is a lightweight document oriented database optimized for your happiness :)


LaProp-Optimizer

Codes accompanying the paper "LaProp: a Better Way to Combine Momentum with Adaptive Gradient"


cudarc

Safe rust wrapper around CUDA toolkit


Dreambooth-Stable-Diffusion-Tweaked

Implementation of DreamBooth with Stable Diffusion (tweaked)


HolisticTraceAnalysis

A library to analyze PyTorch traces.


kineto

A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.


[CVPR 2023, Highlight] "NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Yi Wang, Zhangyang Wang


multimodal-prompt-learning

[CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".


FLYP

Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models


ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"


stannum

Fusing Taichi into PyTorch


Oscar

Oscar and VinVL


ptp

[CVPR2023] The code for 《Position-guided Text Prompt for Vision-Language Pre-training》


CLIP-like model evaluation


null-text-inversion-colab

Colab implementation of Google's null-text inversion.


sparsefusion

Official PyTorch implementation of SparseFusion: Distilling View-conditioned Diffusion for 3D Reconstruction


Tune-A-Video

Unofficial implementation of Tune-A-Video


pythia

The hub for EleutherAI's work on interpretability and learning dynamics


neddf

[ECCV2022] Neural Density-Distance Fields (NeDDF)


sd-leap-booster

Fast finetuning using a booster model that puts the initial state to a local minimum


stable-karlo

Upscaling Karlo text-to-image generation using Stable Diffusion v2.


latentblending

Create butter-smooth transitions between prompts, powered by stable diffusion


oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.


wgpu

Cross-platform, safe, pure-rust graphics api.


einops

Simplistic API for deep learning tensor operations


realsr-ncnn-vulkan

RealSR super resolution implemented with ncnn library


rife-ncnn-vulkan

RIFE, Real-Time Intermediate Flow Estimation for Video Frame Interpolation implemented with ncnn library


Stable-Diffusion-NCNN

Stable Diffusion in NCNN with c++, supported txt2img and img2img


dain-ncnn-vulkan

DAIN, Depth-Aware Video Frame Interpolation implemented with ncnn library


ncnn-small-board

ncnn benchmark on various single board computers


TinyMaix

TinyMaix is a tiny inference library for microcontrollers (TinyML).


pnnx

PyTorch Neural Network eXchange


brocolli

Everything in Torch Fx


torch-batch-svd

A 100x faster SVD for PyTorch⚡


wonnx

A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web


torchdrug

A powerful and flexible machine learning platform for drug discovery


k-diffusion-multigen

Karras et al. (2022) diffusion models for PyTorch


novelai-aspect-ratio-bucketing

Implementation of aspect ratio bucketing for training generative image models as described in: https://blog.novelai.net/novelai-improvements-on-stable-diffusion-e10d38db82ac


sdupdates

A mega collection of all resources and news related to Stable Diffusion. Focused around AUTOMATIC1111's webui (https://github.com/AUTOMATIC1111/stable-diffusion-webui)


hyperreel

Code release for HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling


infinite-ai-array

Do you worry that you'll get to the end of a good list and have nothing more, leaving you sad and starved of data? Worry no more!


fortuna

A Library for Uncertainty Quantification.


iunets

A fully invertible U-Net for memory efficiency in Pytorch.


Turn any collection of files into a dataset


point-cloud-utils

A Python library for common tasks on 3D point clouds


please

Convert natural language to bash commands using OpenAI Codex


BRIO

ACL 2022: BRIO: Bringing Order to Abstractive Summarization


MAP-Elites

Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization


functionalmf

Functional matrix factorization via Bayesian tensor filtering


sts-jax

Structural Time Series in JAX


Bringing-Old-Films-Back-to-Life

Bringing Old Films Back to Life (CVPR 2022)


PySceneDetect

:movie_camera: Python and OpenCV-based scene cut/transition detection program & library.


sd-outpainting

Outpainting with Stable Diffusion


Mask-Propagation

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.


STATS320: Statistical Methods for Neural Data Analysis


GPNN

Pytorch implementation of the paper: "Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models"


Efficient-GPNN

An efficient implementation of GPNN


GPDM

Original Pytorch implementation of the GPDM model introduced in "Generating natural images with direct patch distributions matching"


helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).


dynamax

State Space Models library in JAX


torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.


anime-segmentation

high-accuracy segmentation for anime character


MODNet

A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]


BatchPrompter

Easy Images captioning under a good pyqt GUI


Statistical Rethinking course winter 2022


codespell

check code for common misspellings


content-moderation-deep-learning

Deep learning based content moderation from text, audio, video & image input modalities.


A large-scale multi-modal pre-trained model


intel-extension-for-transformers

⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡


Code for: Transforming and Projecting Images into Class-conditional Generative Networks


diffuzers

a web ui & api for 🤗 diffusers


retomaton

PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)


CPT

[EMNLP 2022] Continual Training of Language Models for Few-Shot Learning


manifest

Prompt programming with FMs.


GPJax

Gaussian processes in JAX.


ThoughtSource

A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/


python-graphblas

Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics


storyteller

Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech


Resemblyzer

A python package to analyze and compare voices with deep learning


NeRF-SLAM

NeRF-SLAM: Real-Time Dense Monocular SLAM with Neural Radiance Fields. https://arxiv.org/abs/2210.13641   +   Sigma-Fusion: Probabilistic Volumetric Fusion for Dense Monocular SLAM  https://arxiv.org/abs/2210.01276


tnt

A lightweight library for PyTorch training tools and utilities


Gauss

Stable Diffusion macOS native app


tuned-lens

Tools for understanding how transformer predictions are built layer-by-layer


nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.


ipyobservable

Run Observable code in Jupyter via Python


DNA-Diffusion

🧬 Generative modeling of regulatory DNA sequences with diffusion probabilistic models 💨


Auto-Photoshop-StableDiffusion-Plugin

A user-friendly plug-in that makes it easy to generate stable diffusion images inside Photoshop using either Automatic or ComfyUI as a backend.


DynamicViT

[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification


stable-diffusion-dreambooth-colab

Dreambooth for colab


repo for making textures seamless


EveryDream-trainer

General fine tuning for Stable Diffusion


tyro

Zero-effort CLI interfaces & config objects, from types


tensorf-jax

Unofficial implementation of Tensorial Radiance Fields (Chen & Xu ‘22)


jpterm

Jupyter in the terminal.


pywebview

Build GUI for your Python program with JavaScript, HTML, and CSS


ml-neuman

Official repository of NeuMan: Neural Human Radiance Field from a Single Video (ECCV 2022)


Editing Models with Task Arithmetic


intel-extension-for-pytorch

A Python package for extending the official PyTorch that can easily obtain performance on Intel platform


aria2 is a lightweight multi-protocol & multi-source, cross platform download utility operated in command-line. It supports HTTP/HTTPS, FTP, SFTP, BitTorrent and Metalink.


dioxus

Fullstack GUI library for desktop, web, mobile, and more.


implot

Immediate Mode Plotting


squeakily

A library for squeakily cleaning and filtering language datasets.


awesome-rlhf

A curated list of resources dedicated to Reinforcement Learning from Human Feedback (RLHF).


UnboundedNeRFPytorch

State-of-the-art, simple, fast unbounded / large-scale NeRFs.


Text-to-sound-Synthesis

The source code of our paper "Diffsound: discrete diffusion model for text-to-sound generation"


Small script for AUTOMATIC1111/stable-diffusion-webui to create images between two seeds


SD-latent-mirroring

Applies mirroring and flips to the latent images to produce anything from subtle balanced compositions to perfect reflections


simpleeval

Simple Safe Sandboxed Extensible Expression Evaluator for Python


unprompted

Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.


SD-Chad

SD Aesthetic Gens Algo


improved-aesthetic-predictor

CLIP+MLP Aesthetic Score Predictor


detextify

Remove text from AI-generated images


LlamaIndex (formerly GPT Index) is a data framework for your LLM applications


textual-astview

A Textual-based Python AST viewing widget library and application


Sphere

Web-scale retrieval for knowledge-intensive NLP


theatre

Motion design editor for the web


GeoCode

GeoCode maps 3D shapes to a human-interpretable parameter space, allowing to intuitively edit the recovered 3D shapes from a point cloud or sketch input.


ecosnap

Recycle your plastic better with Artificial Intelligence ♻


TDDiffusionAPI

TouchDesigner interface for AUTOMATIC1111


langchain

🦜🔗 Build context-aware reasoning applications


taichi-ngp-renderer

An Instants-NGP renderer that has been implemented using Taichi


torchview

torchview: visualize pytorch models


ruff-lsp

A Language Server Protocol implementation for Ruff.


Somewhat modular text2image GUI, initially just for Stable Diffusion


DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"


Active-Learning-as-a-Service

A scalable & efficient active learning/data selection system for everyone.


KILT

Library for Knowledge Intensive Language Tasks


distributed-faiss

A library for building and serving multi-node distributed faiss indices.


pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.


CV-CUDA

CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.


DreamArtist-sd-webui-extension

DreamArtist for Stable-Diffusion-webui extension


TransformerLens

A library for mechanistic interpretability of GPT-style language models


chat-gpt

ChatGPT conversation saving bookmark


LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs


point-e

Point cloud diffusion for 3D model synthesis


GenerSpeech

PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.


DETA

Detection Transformers with Assignment


excalidraw

Virtual whiteboard for sketching hand-drawn like diagrams


setfit

Efficient few-shot learning with Sentence Transformers


diffusers-play

Repository with which to explore k-diffusion and diffusers, and within which changes to said packages may be tested.


diffusers-webui

This is a Gradio WebUI working with the Diffusers format of Stable Diffusion


whisperX

WhisperX:  Automatic Speech Recognition with Word-level Timestamps (& Diarization)

BSD 4-Clause "Original" or "Old" License


aiomultiprocess

Take a modern Python codebase to the next level of performance.


swift-coreml-diffusers

Swift app demonstrating Core ML Stable Diffusion


Dreambooth

Fine-tuning of diffusion models


custom-diffusion

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)


SDAtom-WebUi-us

Queue system for AUTOMATIC1111's webui


adaptation of huggingface's dreambooth training script to support depth2img


voltaML-fast-stable-diffusion

Beautiful and Easy to use Stable Diffusion WebUI


tut-linker

A way to tweet toots (or rather usernames) - preserves the mastodon SEO tags so twitter can show relevant info


riffusion

Stable diffusion for real-time music generation


forma

An efficient vector-graphics renderer


riffusion-app

Stable diffusion for real-time music generation (web app)


Structured-Diffusion-Guidance

Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis


Dense Depth Priors for Neural Radiance Fields from Sparse Input Views


BlenderDataset

GET3D online data renderer


ComicsDepth

(WACV 2022) Estimating Image Depth in the Comics Domain


FT-CLIP

CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet


DPT

Dense Prediction Transformers


codon

A high-performance, zero-overhead, extensible Python compiler using LLVM


LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"


pixel-dreamfusion

Stable-Dreamfusion with Laionide


Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.


ruff

An extremely fast Python linter and code formatter, written in Rust.


One-click install for StabilityAI's Stable-Diffusion with AUTOMATIC1111's webui


Convert your Stable Diffusion checkpoints quickly and easily.


Official implementation of arxiv paper "4K-NeRF: High Fidelity Neural Radiance Fields at Ultra High Resolutions"


viewformer

ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers


reacton

A pure Python port of React for ipywidgets


doohickey

Doohickey is a stable diffusion tool for technical artists who want to stay up-to-date with the latest developments in the field.


reflex

🕸 Web apps in pure Python 🐍


Paint-by-Example

Paint by Example: Exemplar-based Image Editing with Diffusion Models


SinDiffusion

Official Implementation of SinDiffusion: Learning a Diffusion Model from a Single Natural Image


awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.


openOutpaint

local offline javascript and html canvas outpainting gizmo for stable diffusion webUI API 🐠


daam

Diffusion attentive attribution maps for interpreting Stable Diffusion.


jax-triton

jax-triton contains integrations between JAX and OpenAI Triton


oryx

Oryx is a library for probabilistic programming and deep learning built on top of Jax.


Official PyTorch Implementation of Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations


glead

[CVPR 2023] GLeaD: Improving GANs with A Generator-Leading Task


memory-editable-transformer

My explorations into editing the knowledge and memories of an attention network


archisound

A collection of pre-trained audio models, in PyTorch.


lora

Using Low-rank adaptation to quickly fine-tune diffusion models.


ChatGPT-pdf

A Chrome extension for downloading your ChatGPT history to PNG, PDF or a sharable link


rust-analyzer

A Rust compiler front-end for IDEs


ggml

Tensor library for machine learning


flip

A tool for visualizing and communicating the errors in rendered images.


mixvoxels

ICCV2023 (Oral) MixVoxels https://arxiv.org/abs/2212.00190


nanobind

nanobind: tiny and efficient C++/Python bindings


pytest-cov

Coverage plugin for pytest.


gpu-io

A GPU-accelerated computing library for running physics simulations and other GPGPU computations in a web browser.


sjc

Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation (CVPR 2023)


dreambooth-action

Train your own custom DreamBooth text-to-image model using a GitHub Actions workflow


sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots


ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon


trpc

🧙♀  Move Fast and Break Nothing. End-to-end typesafe APIs made easy.


tensordict

TensorDict is a pytorch dedicated tensor container.


featbit

A feature flags service written in .NET


DigitalDayDream

Digital daydreaming with CLIP Interrogator and Diffusers


Boosted-Dynamic-Networks

Boosted Dynamic Neural Networks, AAAI 2023


PyMeshLab

The open source mesh processing python library


meshlab

The open source mesh processing system


Nim

Nim is a statically typed compiled systems programming language. It combines successful concepts from mature languages like Python, Ada and Modula. Its design focuses on efficiency, expressiveness, and elegance (in that order of priority).


[NeurIPS 2022: Score-Based Modeling Workshop] Multiresolution Textual Inversion


Kap

An open-source screen recorder built with web technology


yank

Yank terminal output to clipboard


tryceratops

A linter to prevent exception handling antipatterns in Python (limited only for those who like dinosaurs).


Augmentor

Image augmentation library in Python for machine learning.


KPAFlow

PyTorch implementation of KPA-Flow. Learning Optical Flow with Kernel Patch Attention (CVPR-2022)


AGFlow

Learning Optical Flow with Adaptive Graph Reasoning (AGFlow, AAAI-2022)


BasesHomo

The official PyTorch implementation of the paper "Motion Basis Learning for Unsupervised Deep Homography Estimation with Subspace Projection".


TransMVSNet

(CVPR 2022) TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers.


KD-MVS

Code for ECCV2022 paper 'KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo'


ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning


mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer  https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf


PETR

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images


RealFlow

The official implementation of the ECCV 2022 Oral paper: RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos


Official Implementation of PVD and PVDAL: http://sk-fun.fun/PVD-AL/


DCLS-SR

Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.


InvokeAI

InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.


stable-diffusion

A latent text-to-image diffusion model


dynaconf

Configuration Management for Python ⚙


opencv-python

Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.


course

The Hugging Face course on Transformers


A quick reference guide for the Pythonista in the process of becoming a Rustacean


ButtFish

Effortlessly transmitting Morse Code of chess moves to your butthole 💝


imaginAIry

Pythonic AI generation of images and videos


anythingdiffusion

Some notebooks for fine-tuning openai diffusion models on images from CLIP retrieval based on a prompt.


Legal-Text-Analytics

A list of selected resources, methods, and tools dedicated to Legal Text Analytics.


Easily convert common crawl to a dataset of caption and document. Image/text Audio/text Video/text, ...


npy-writer

Write npy and npz files from Rust applications


rich-cli

Rich-cli is a command line toolbox for fancy output in the terminal


diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch


Code for paper "Using natural language and program abstractions to instill human inductive biases in machines" (NeurIPS 2022)


gradient-descent-the-ultimate-optimizer

Code for our NeurIPS 2022 paper


A fork of DreamBooth with Stable Diffusion V2 Enabled.


CodeRL

This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).


minimal-diffusion

A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)


act

Run your GitHub Actions locally 🚀


Re-implementation of pSp that use mobilenet-v3 and stylegan2-256p


aahq-dataset

Artstation-Artistic-face-HQ Dataset (AAHQ)


Easily create large video dataset from video urls


ProjectedGAN-pytorch

Pytorch implementation of ProjectedGAN (https://arxiv.org/abs/2111.01007)


Source code accompanying the NeurIPS 2022 paper "Learning Partial Equivariances From Data"


nimtorch

PyTorch - Python + Nim


enso

Hybrid visual and textual functional programming.


ryvencore

Node editor Python backend


awesome-node-based-uis

A curated list with resources about node-based UIs


litegraph.js

A graph node engine and editor written in Javascript similar to PD or UDK Blueprints, comes with its own editor in HTML5 Canvas2D. The engine can run client side or server side using Node. It allows to export graphs as JSONs to be included in applications independently.


klang

Block based synthesis and music library for Python


score

ossia score, an interactive sequencer for the intermedia arts


stable-diffusion-negative-prompt

Jupyter Notebooks for experimenting with negative prompting with Stable Diffusion 2.0.


auto-sd-paint-ext

Extension for AUTOMATIC1111 to add custom backend API for Krita Plugin & more


Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends


Waifu2x filter for VapourSynth


CAIN

Source code for AAAI 2020 paper "Channel Attention Is All You Need for Video Frame Interpolation"


VSGAN-tensorrt-docker

Using VapourSynth with super resolution and interpolation models and speeding them up with TensorRT.


vs-mlrt

Efficient CPU/GPU/Vulkan ML Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2/v3, Real-CUGAN, RIFE and more!)


VapourSynth-RIFE-ncnn-Vulkan

RIFE filter for VapourSynth


enhancr

Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app


ENeRF

SIGGRAPH Asia 2022: Code for "Efficient Neural Radiance Fields for Interactive Free-viewpoint Video"


Self-Attention-Guidance

Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)


OpenELM

Evolution Through Large Models


PhysicsVAE

Physics-based Character Controllers Using Conditional VAEs (SIGGRAPH 2022)


fragments

Fragments allows to composing multiple fragment shaders together.


powderworld

Code for Powderworld: A Platform for Understanding Generalization via Rich Task Distributions


paip-lisp

Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"


pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.


sd-parseq

Parameter sequencer for Stable Diffusion


DeepInversion

Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)


InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions


gdown

Google Drive Public File Downloader when Curl/Wget Fails


notero

A Zotero plugin for syncing items and notes into Notion


SNIPER

SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm


BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.


VL-BERT

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".


Deformable-ConvNets

Deformable Convolutional Networks


voltaML

⚡VoltaML is a lightweight library to convert and run your ML/DL deep learning models in high performance inference runtimes like TensorRT, TorchScript, ONNX and TVM.


mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.


ritual

Use C++ libraries from Rust


kalker

Kalker/kalk is a calculator with math syntax that supports user-defined variables and functions, complex numbers, and estimation of derivatives and integrals


optimization-engine

Nonconvex embedded optimization: code generation for fast real-time optimization


modelfox

ModelFox makes it easy to train, deploy, and monitor machine learning models.


plotters

A rust drawing library for high quality data plotting for both WASM and native, statically and realtimely 🦀 📈🚀


grex

A command-line tool and Rust library with Python bindings for generating regular expressions from user-provided test cases


Kandinsky 2 — multilingual text2image latent diffusion model


torchscale

Foundation Architecture for (M)LLMs


ToonDecompose

A project to decompose the components in cartoon animations.


coyo-align

ALIGN trained on COYO-dataset


coyo-vit

ViT trained on COYO-Labeled-300M dataset


stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models


Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.


null-text-inversion

Unofficial implementation of paper NULL-text Inversion for Editing Real Images using Guided Diffusion Models ( https://arxiv.org/abs/2211.09794 )


peps

Python Enhancement Proposals


white-paper

how will the protocol work?


galai

Model API for GALACTICA


resistance

Framework for THE RESISTANCE board & card game, with various AI bots.


dataloader

The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX


incrementum

Incremental implementation of a scheme compiler


kivy

Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS


ipfs

Peer-to-peer hypermedia protocol


os-tutorial

How to create an OS from scratch


apt-fast

apt-fast: A shellscript wrapper for apt that speeds up downloading of packages.


swarm-jax

Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes


do-you-even-need-attention

Exploring whether attention is necessary for vision transformers


Torch-MLP-Mixer

A PyTorch implementation of the paper "MLP-Mixer: An all-MLP Architecture for Vision" by the Google Brain AI research team.


fastmoe

A fast MoE impl for PyTorch


Vision-Transformer-papers

This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.


tpucare

Automatically take good care of your preemptible TPUs


ungoogled-chromium

Google Chromium, sans integration with Google


ganless-hd

The basic idea is to utilize a U-Net, modified perceptual loss (pearson instead of MAE), learned basis functions, and  "mean teacher" training in order to synthesize images of high quality without the normal troubles of training a GAN.


argh

An argparse wrapper that doesn't make you say "argh" each time you deal with it.


python-varname

Dark magics about variable names in python


grpc

GRPC related tooling


Code Sample of Book "Effective Python: 59 Specific Ways to Write Better Pyton" by Brett Slatkin


koda

Type-safe functional tools for Python.


reloadium

Hot Reloading and Profiling for Python


autodidact

A pedagogical implementation of Autograd


hask

Haskell in Python


scrap

Nearly a thousand bash and python scripts I've written over the years.


einsum-experiment

Experimental implementation of torch/onnx einsum


mypy-protobuf

open source tools to generate mypy stubs from protobufs


WeightStandardization

Standardizing weights to accelerate micro-batch training


simple-diffusion

simplified stable diffusion inference pipeline


aesthetic-predictor

A linear estimator on top of clip to predict the aesthetic quality of pictures


torch-whisper-guided-vc

Torch implementation of Whisper-guided DDPM based Voice Conversion


fickling

A Python pickling decompiler and static analyzer


picklescan

Security scanner detecting Python Pickle files performing suspicious actions


Kind

A next-gen functional language


iced

A cross-platform GUI library for Rust, inspired by Elm


Paella

Official Implementation of Paella https://arxiv.org/abs/2211.07292v2


deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai


webvicob

Official Implementation of Web-based Visual Corpus Builder (Webvicob), ICDAR 2023


Versatile-Diffusion

Versatile Diffusion: Text, Images and Variations All in One Diffusion Model, arXiv 2022 / ICCV 2023


DreamArtist-stable-diffusion

stable diffusion webui with contrastive prompt tuning


AnimeRun

API for AnimeRun dataset


OneFormer

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation


MLI

Novel View Synthesis with multiplane/multilayer representation: CVPR2022, WACV2023


pyworkers

Abstraction over threading, multiprocessing and TCP-based RPC


Awesome-Dataset-Distillation

Awesome Dataset Distillation Papers


stable-diffusion-webui-embedding-editor

Embedding editor extension for web ui


shira

the python inspector 🔍


tensor-to-image

paper: https://arxiv.org/abs/2110.08037


cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.


The Python library to create stand-alone and interactive d3 charts.


slicerator

a lazy-loading, fancy-sliceable iterable


safe-latent-diffusion

Official Implementation of Safe Latent Diffusion for Text2Image


katana

A next-generation crawling and spidering framework.


awesome-marl

A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers


twitter-archive-parser

Python code to parse a Twitter archive and output in various ways


nbsmoke

Basic notebook checks. Do they run? Do they contain lint?


nbsite

Build a tested, sphinx-based website from notebooks


Example of param sphinx docstrings


traces

A Python library for unevenly-spaced time series analysis


DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.


spacegraphcats

Indexing & querying large assembly graphs -- in space, no one can hear you miao!


chopsticks

Chopsticks is an orchestration library: it lets you execute Python code on remote hosts over SSH.


python-gatenlp

Python text processing, pattern matching, and NLP framework


vardbg

A simple Python debugger and profiler that generates animated visualizations of program flow, useful for algorithm learning.


mlchain-python

Auto-Magical Deploy AI model at large scale, high performance, and easy to use


intervaltree

A mutable, self-balancing interval tree. Queries may be by point, by range overlap, or by range containment.


pyannote-core

Advanced data structures for handling temporal segments with attached labels.


portion

portion, a Python library providing data structure and operations for intervals.


mongita

"Mongita is to MongoDB as SQLite is to SQL"


pyribs

A bare-bones Python library for quality diversity optimization.


stochastic

Pychastic is a stochastic differential equations integrator written entirely in python.


DI-engine

OpenDILab Decision AI Engine


adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams


notifiers

The easy way to send notifications


torchrec

Pytorch domain library for recommendation systems


ducks

Indexes your Python objects for fast lookup by their attributes.


lassonet

Feature selection in neural networks


scikit-decide

AI framework for Reinforcement Learning, Automated Planning and Scheduling


discrete-optimization

Discrete Optimization is a python library to ease the definition and re-use of discrete optimization problems and solvers.


PyFLP

FL Studio project file parser


python-sortedcontainers

Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set


slicemap

A tiny package containing a dict-like data structure with numeric slices as keys.


pytorch-symbolic

Provides symbolic API for model creation in PyTorch.


fsner

Few-shot Named Entity Recognition


SH-GAN

[WACV 2023] Image Completion with Heterogeneously Filtered Spectral Hints


diffusers-rs

An implementation of the diffusers api in Rust


Awesome-Optical-Flow

This is a list of awesome paper about optical flow and related work.


scikit-cuda

Python interface to GPU-powered libraries


tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤


autograph

Machine Learning Library for Rust


burn

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.


tract

Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference


elvish

Versatile interactive shell & powerful scripting language in one


Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"


carefree-creator

AI magics meet Infinite draw board.


pcme

Official Pytorch implementation of "Probabilistic Cross-Modal Embedding" (CVPR 2021)


HVM

A massively parallel, optimal functional runtime in Rust


pirounet

Conditional dance generator


dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)


maple-diffusion

Stable Diffusion inference on iOS / macOS using MPSGraph


unimatch

[TPAMI'23] Unifying Flow, Stereo and Depth Estimation


ContrastiveDecoding

contrastive decoding


prompt-extend

extending stable diffusion prompts with suitable style cues using text generation


lkpy

Python recommendation toolkit


nodepy

Analysis of initial value ODE solvers


pycuda

CUDA integration for Python, plus shiny features


DreamBoothMac

A Mac version of Dreambooth, modified from https://github.com/XavierXiao/Dreambooth-Stable-Diffusion


protoc-gen-doc

Documentation generator plugin for Google Protocol Buffers


cli

🥧 HTTPie CLI  — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.


ohmyzsh

🙃   A delightful community-driven (with 2,200+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.


autojump

A cd command that learns - easily navigate directories from the command line


autocomplete

IDE-style autocomplete for your existing terminal & shell


htop

htop - an interactive process viewer


colima

Container runtimes on macOS (and Linux) with minimal setup


hammerspoon

Staggeringly powerful macOS desktop automation with Lua


Amethyst

Automatic tiling window manager for macOS à la xmonad.


stats

macOS system monitor in your menu bar


openhaystack

Build your own 'AirTags' 🏷 today! Framework for tracking personal Bluetooth devices via Apple's massive Find My network.


htop

htop is an interactive text-mode process viewer for Unix systems. It aims to be a better 'top'.


super-productivity

Super Productivity is an advanced todo list app with integrated Timeboxing and time tracking capabilities. It also comes with integrations for Jira, Gitlab, GitHub and Open Project.


Gifski

🌈 Convert videos to high-quality GIFs on your Mac


opendrop

An open Apple AirDrop implementation written in Python


Zettlr

Your One-Stop Publication Workbench


Warp

Warp is a modern, Rust-based terminal with AI built in so you and your team can build great software, faster.


devhub

TweetDeck for GitHub - Filter Issues, Activities & Notifications - Web, Mobile & Desktop with 99% code sharing between them


wails

Create beautiful applications using Go


OpenEmu

🕹 Retro video game emulation for macOS


dfserver

A distributed backend AI pipeline server


CVPR 2022


model-recycling

Ranking of fine-tuned HF models as base models.


instant-nsr-pl

Neural Surface reconstruction based on Instant-NGP. Efficient and customizable boilerplate for your research projects. Train NeuS in 10min!


equiformer-pytorch

Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein folding


disentanglement_lib is an open-source library for research on learning disentangled representations.


huggingface-sync-action

GitHub action that'll sync files from a GitHub Repo with the Hugging Face Hub 🤗


PerceptualSimilarity

LPIPS metric. pip install lpips


diffusiondb

A large-scale text-to-image prompt gallery dataset based on Stable Diffusion


kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.


encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.


MultiMAE

MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022


plant

[CoRL'22] PlanT: Explainable Planning Transformers via Object-Level Representations


Rust-CUDA

Ecosystem of libraries and tools for writing and executing fast GPU code fully in Rust.


Diffusion-GAN

Official PyTorch implementation for paper: Diffusion-GAN: Training GANs with Diffusion


orion

Asynchronous Distributed Hyperparameter Optimization.


optuna

A hyperparameter optimization framework


Official PyTorch implementation of the NeurIPS 2022 paper "Improving Diffusion Models for Inverse Problems using Manifold Constraints (https://arxiv.org/abs/2206.00941)"


Expression

Pragmatic functional programming for Python inspired by F#


tch-rs

Rust bindings for the C++ api of PyTorch.


scoop

SCOOP (Scalable COncurrent Operations in Python)


gensdf

Official code repository for the paper: “GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions”


hyperclip

Code repository for the paper "Meta-Learning via Classifier(-free) Diffusion Guidance"


lovely-tensors

Tensors, ready for human consumption


MAPIE

A scikit-learn-compatible module for estimating prediction intervals.


auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)


mike

Manage multiple versions of your MkDocs-powered documentation via Git


HyperDomainNet

Official Implementation for "HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks" (NeurIPS 2022)


easydiffusion

Easy Diffusion is an advanced Stable Diffusion Notebook with a feature rich image processing suite.


disco-diffusion-portrait-playground

A copy of Disco Diffusion 5.6 confiugred with portrait models, and Noodle Soup Prompts


noodle-soup-prompts

A terminology database for creating unique prompts for Disco Diffusion or other related AI Art Generators.


UHDM

(ECCV2022) This is the official PyTorch implementation of ECCV2022 paper: Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing


ToMe

A method to increase the speed and lower the memory footprint of existing vision transformers.


The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022


stable-diffusion

Latent Text-to-Image Diffusion


sd-dynamic-prompts

A custom script for AUTOMATIC1111/stable-diffusion-webui to implement a tiny template language for random prompt generation


stable-diffusion-deploy

Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services working together via the Lightning Apps framework.


PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.


HPI

Human Programming Interface - a way to unify, access and interact with all of my personal data [my modules]


Human Programming Interface 🧑👽🤖


promnesia

Another piece of your extended mind


org-roam

Rudimentary Roam replica with Org-mode


awesome-data-takeout

Awesome list of data export pages/tools for most common online services


chronicle-etl

📜 A CLI toolkit for extracting and working with your digital history


mandoline-py

A 3D printing STL/OBJ/OFF/3MF/3MJ  to GCode slicer based on the Clipper library.


Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration.  Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr


LION

Latent Point Diffusion Models for 3D Shape Generation


cycle-diffusion

[ICCV 2023] A latent space for stochastic diffusion models


asymmetric-tiling-sd-webui

Asymmetric Tiling for stable-diffusion-webui


Mitsuba 3: A Retargetable Forward and Inverse Renderer


COTR

Code release for "COTR: Correspondence Transformer for Matching Across Images"(ICCV 2021)


RefTR

Official Implementation for paper "Referring Transformer: A One-step Approach to Multi-task Visual Grounding" Neurips 2021


DualOctreeGNN

Dual Octree Graph Networks for Learning Adaptive Volumetric Shape Representations


ReLU Fields The Little Non-linearity That Could


stylegan-v

[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2


CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions (SIGGRAPH 2022)


python-microservice-template

Cookiecutter template to generate python grpc microservices


numpy-protobuf

Python package that extends Python protocol buffers with an `ndarray` type (ie the Numpy array type)


cleo

Cleo allows you to create beautiful and testable command-line interfaces.


synapse

Synapse: Matrix homeserver written in Python/Twisted.


telepresence

Local development against a remote Kubernetes or OpenShift cluster


dura

You shouldn't ever lose your work if you're using Git


jc

CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.


encore

Encore is the end-to-end Backend Development Platform that lets you escape cloud complexity.


alacritty

A cross-platform, OpenGL terminal emulator.


autoportforward

Bidirectional port-forwarding for docker, podman and kubernetes


python-colorlog

A colored formatter for the python logging module


protobuf

Python implementation of Protocol Buffers with dataclass-based schemaʼs


python-betterproto

Clean, modern, Python 3.6+ code generator & library for Protobuf 3 and async gRPC


protobuf-uml-diagram

Create UML diagrams from Protobuf compiled .proto files using Python


onnx-go

onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.


CuraEngine

Powerful, fast and robust engine for converting 3D models into g-code instructions for 3D printers. It is part of the larger open source project Cura.


grpcurl

Like cURL, but for gRPC: Command-line tool for interacting with gRPC servers


PEVL

Source code for EMNLP 2022 paper “PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models”


detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.


lila

Code for "Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations"


stable-diffusion-studio

An animation focused workflow frontend for Stable Diffusion


AiATrack

[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".


policydissect

[NeurIPS 2022] Official implementation of the paper: "Human-AI Shared Control via Policy Dissection"


vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.


phenaki

A phenaki reproduction using pytorch.


nerfacc

A General NeRF Acceleration Toolbox in PyTorch.


unified-generative-zoo

[ICCV 2023] https://arxiv.org/abs/2210.05559


Pytorch Lightning Distributed Accelerators using Ray


accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision


Swin-Transformer-Semantic-Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.


Segmentation models with pretrained backbones. PyTorch.


glasses

High-quality Neural Networks for Computer Vision 😎


webdataset-lightning

A small demonstration of using WebDataset with ImageNet and PyTorch Lightning


label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format


violin

Data and code for CVPR 2020 paper: "VIOLIN: A Large-Scale Dataset for Video-and-Language Inference"


noisereduce

Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)


betty

Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization


forte

Forte is a flexible and powerful ML workflow builder.  This is part of the CASL project: http://casl-project.ai/


autoenv

Directory-based environments.


NeuralCompression

A collection of tools for neural compression enthusiasts.


DETReg

Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".


functorch

functorch is JAX-like composable function transforms for PyTorch.


ptlflow

PyTorch Lightning Optical Flow models, scripts, and pretrained weights.


PaintTransformer

Officially unofficial re-implementation of paper: Paint Transformer: Feed Forward Neural Painting with Stroke Prediction, ICCV 2021.


rising

Provides everything needed for high performance data loading and augmentation in pytorch.


julius

Fast PyTorch based DSP for audio and 1D signals


AudioCLIP

Source code for models described in the paper "AudioCLIP: Extending CLIP to Image, Text and Audio" (https://arxiv.org/abs/2106.13043)


gitfs

Version controlled file system


mistral

Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗  Transformers.


Focal-Transformer

[NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"


qgqa-flashcards

Question Generation - Question Answering for Automatic Flashcards


PyGCL

PyGCL: A PyTorch Library for Graph Contrastive Learning


diff-so-fancy

Good-lookin' diffs. Actually… nah… The best-lookin' diffs. :tada:


sparse

Sparse multi-dimensional arrays for the PyData ecosystem


causalml

Uplift modeling and causal inference with machine learning algorithms


gector

Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)


textdistance

📐 Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.


HomebrewNLP

A case study of efficient training of large language models using commodity hardware.


bpy

blender python scripts


deepsparse

Sparsity-aware deep learning inference runtime for CPUs


gitmoji

An emoji guide for your commit messages. 😜


muzic

Muzic: Music Understanding and Generation with Artificial Intelligence


aloception-oss

Aloception is a set of package for computer vision: aloscene, alodataset, alonet.


data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.


bayesianize

Bayesianize: A Bayesian neural network wrapper in pytorch


convmixer

Implementation of ConvMixer for "Patches Are All You Need? 🤷"


SummerTime

An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo


direnv

unclutter your .profile


RealBasicVSR

Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"


ort

Accelerate PyTorch models with ONNX Runtime


nuwave

NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021


audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.


torchsnapshot

A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind.


DeepAFx-ST

DeepAFx-ST - Style transfer of audio effects with differentiable signal processing. Please see https://csteinmetz1.github.io/DeepAFx-ST/


audio-data-pytorch

A collection of useful audio datasets and transforms for PyTorch.


audio-diffusion-pytorch-trainer

Trainer for audio-diffusion-pytorch


audio-dataset

Audio Dataset for training CLAP and other models


tile-stable-diffusion-videos

Fork of stable diffusion videos with Circular Convolution to create tileable videos


AITemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.


map-free-reloc

[ECCV 2022] Map-free Visual Relocalization: Metric Pose Relative to a Single Image


[ICCV 2019] Monocular depth estimation from a single image


simplerecon

[ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions


Official implementation and data release of the paper "Visual Prompting via Image Inpainting".


mkdocstrings

:blue_book: Automatic documentation from sources, for MkDocs.


DiSS

Adaptively-Realistic Image Generation from Stroke and Sketch with Diffusion Model (WACV 2023)


torchmocks

Test pytorch code with minimal computational overhead


Diffusion-based markup-to-image generation


sgd-sparse-features

SGD with large step sizes learns sparse features [ICML 2023]


pyvista

3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)


aiimages

A Unity UI and easy installer for Stable Diffusion.


streaming

A Data Streaming Library for Efficient Neural Network Training


edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)


[ICLR 2023 Spotlight] EVA3D: Compositional 3D Human Generation from 2D Image Collections


memorai

🧠 AI memory assistant – remember everything you read


Unofficial demo app for CogVideo


Code for ICLR 2022 Paper, "Controlling Directions Orthogonal to a Classifier"


Code for NeurIPS 2022 Paper, "Poisson Flow Generative Models" (PFGM)


ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.


motion-diffusion-model

The official PyTorch implementation of the paper "Human Motion Diffusion Model"


stable-diffusion-aesthetic-gradients

Personalization for Stable Diffusion via Aesthetic Gradients 🎨


structlog

Simple, powerful, and fast logging for Python.


sqlitedict

Persistent dict, backed by sqlite3 and pickle, multithread-safe.


python-benedict

:blue_book: dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities.


RobustViT

[NeurIPS 2022] Official PyTorch implementation of Optimizing Relevance Maps of Vision Transformers Improves Robustness. This code allows to finetune the explainability maps of Vision Transformers to enhance robustness.


DIS

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation


PandA

[ICLR'23] Code to reproduce the results in the paper "PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs"


depthgan

[ECCV 2022 Oral] 3D-Aware Indoor Scene Synthesis with Depth Priors


DiagonalGAN

Pytorch Implementation of "Diagonal Attention and Style-based GAN for Content-Style disentanglement in image generation and translation" (ICCV 2021)


geod

[NeurIPS 2022 Spotlight] Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator


resefa

[ICML 2022] Region-Based Semantic Factorization in GANs


knn-transformers

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT


ICON

[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals


sample-generator

Tools to train a generative model on arbitrary audio samples


SDGG

Stable Diffusion Gradio GUI


style-aware-discriminator

CVPR 2022 - Official PyTorch implementation of "A Style-Aware Discriminator for Controllable Image Translation"


fewbit

Compression schema for gradients of activations in backward pass


ART

PyTorch code for our ICLR 2023 paper "Accurate Image Restoration with Attention Retractable Transformer".


Eureka

Eureka! is a data reduction and analysis pipeline intended for time-series observations with JWST.


nvdiffrecmc

Official code for the NeurIPS 2022 paper "Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising".


latent-stable-dreamfusion

A variant on ashawkey/stable-dreamfusion, operating in latent space


JAXSeq

Train very large language models in Jax.


obsidian-ava

Quickly format your notes with ChatGPT in Obsidian


glances

Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.


osquery

SQL powered operating system instrumentation, monitoring, and analytics.


NATTEN

Neighborhood Attention Extension. Bringing attention to a neighborhood near you!


UPIT

A fastai/PyTorch package for unpaired image-to-image translation.


gopy

gopy generates a CPython extension module from a go package.


Code and data for "CoditT5: Pretraining for Source Code and Natural Language Editing" in ASE 2022.


ffmpeg-build-script

The FFmpeg build script provides an easy way to build a static FFmpeg on OSX and Linux with non-free codecs included.


colab-ffmpeg-cuda

FFmpeg build with CUDA support for Linux (especially for  Google Colab)


ffmpeg-colab

FFmpeg 6.0 for Google Colab


Official code for the paper: "Metadata Archaeology"


DiffDock

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking


DearPyGui

Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies


dreamfields-torch

A pytorch implementation of dreamfields with modifications.


jiif

[ACM MM 2021] Joint Implicit Image Function for Guided Depth Super-Resolution


CCNeRF

[NeurIPS 2022] Compressible-composable NeRF via Rank-residual Decomposition.


hdbscan

A high performance implementation of HDBSCAN clustering.


modelverse

Modelverse: Content-Based Search for Deep Generative Models


pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding


A curated list of text-guided generative models resources


open-metric-learning

Library for metric learning pipelines and models.


Ask Me Anything language model prompting


mpipe

Python API for writing multiprocessing pipelines


tango

Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.


redun

Yet another redundant workflow engine


oslo

OSLO: Open Source for Large-scale Optimization


diffusion-nbs

Getting started with diffusion


stable-dreamfusion

Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.


G.pt

Official PyTorch Implementation of "Learning to Learn with Generative Models of Neural Network Checkpoints"


mup

maximal update parametrization (µP)


escnn

Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/


EthicalTrajectoryPlanning

An Ethical Trajectory Planning Algorithm for Autonomous Vehicles


GeomConsistentFR

Official Code for Face Relighting with Geometrically Consistent Shadows (CVPR 2022)


SmartGuitarPedal

Guitar plugin made with JUCE that uses neural network models to emulate real world hardware.


nerfstudio

A collaboration friendly studio for NeRFs


jaxformer

Minimal library to train LLMs on TPU in JAX with pjit().


ai-ethics-in-the-wild

some stuff that's worth talking about


TargetCLIP

[ECCV 2022] Official PyTorch implementation of the paper Image-Based CLIP-Guided Essence Transfer.


denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch


GAN-Inversion

[TPAMI 2022] GAN Inversion: A Survey


mimi

Code for the paper, "First Contact: Unsupervised Human-Machine Co-Adaptation via Mutual Information Maximization"


clip-video-encode

Easily compute clip embeddings from video frames


TrAVis

TrAVis: Visualise BERT attention in your browser


stable diffusion training


long-video-gan

Official PyTorch implementation of LongVideoGAN


Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.


Code-Pile

This repository contains all the code for collecting large scale amounts of code from GitHub.


argilla

✨Argilla: the open-source feedback platform for LLMs


video-killed-the-radio-star

Notebook and tools for end-to-end automation of music video production with generative AI


go-git

A highly extensible Git implementation in pure Go.


waifu-diffusion

stable diffusion finetuned on weeb stuff


Enzyme

High-performance automatic differentiation of LLVM and MLIR.


easydiffusion

Easiest 1-click way to create beautiful artwork on your PC using AI, with no tech knowledge. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image.


ipyvizzu

Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.


phenaki-pytorch

Implementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch


make-a-video-pytorch

Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch


muscaps

Source code for "MusCaps: Generating Captions for Music Audio" (IJCNN 2021)


muscall

Official implementation of "Contrastive Audio-Language Learning for Music" (ISMIR 2022)


mulap

Official implementation of "Learning Music Audio Representations Via Weak Language Supervision" (ICASSP 2022)


PyAV

Pythonic bindings for FFmpeg's libraries.


stable-diffusion-grpcserver

An implementation of a server for the Stability AI Stable Diffusion API


sd-web-ui-scripts

Custom scripts for the stable diffusion web ui by AUTOMATIC1111


UnstableFusion

A Stable Diffusion desktop frontend with inpainting, img2img and more!


stable-diffusion-webui-feature-showcase

Feature showcase for stable-diffusion-webui


Dr.k-NN

A robust classifier for few-training-data problem based on a distributionally robust optimization framework


joy

Joy is a tiny creative coding library in Python.


Neural-Spectral-Marked-Point-Processes

A novel general non-stationary point process model based on neural networks.


VideoX

VideoX: a collection of video cross-modal models


humap

Hierarchical Uniform Manifold Approximation and Projection


safetensors

Simple, safe way to store and distribute tensors


embetter

just a bunch of useful embeddings


⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.


Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.


ELR

Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels


mle-monitor

Lightweight Experiment & Resource Monitoring 📺


DiffCSE

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"


LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence


fastdiffusion

Notes and plans for fastdiffusion course


sd-progress-demo

cheap views of intermediate Stable Diffusion results


confection

:candy: Confection: the sweetest config system for Python


wasabi

🍣 A lightweight console printing and formatting toolkit


blender-export-diffusion

Export blender camera animations to Deforum Diffusion notebook format.


kenlm

KenLM: Faster and Smaller Language Model Queries


nerf-factory

An awesome PyTorch NeRF library


tensorstore

Library for reading and writing large multi-dimensional arrays.


marqo

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai


whisper

Robust Speech Recognition via Large-Scale Weak Supervision


webvtt-py

Read, write and segment WebVTT caption files in Python.


srt

A simple library and set of tools for parsing, modifying, and composing SRT files.


OpenNRE

An Open-Source Package for Neural Relation Extraction (NRE)


examples

Deep Learning Examples


fao

Party game based on Oink Games' tabletop game, "A Fake Artist Goes to New York." Draw with your phone or a mouse.


wand

The ctypes-based simple ImageMagick binding for Python


Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy


SmartGuitarAmp

Guitar plugin made with JUCE that uses neural networks to emulate a tube amplifier.


:brain: Neural Cellular Automata + CLIP


panel

Panel: The powerful data exploration & web app framework for Python


stable-diffusion-tensorflow

Stable Diffusion in TensorFlow / Keras


dream-textures

Stable Diffusion built-in to Blender


cutblur

Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)


colab-convert

Convert .py files runnable in VSCode/Python or Atom/Hydrogen to jupyter/colab .ipynb notebooks and vice versa


FrEIA

Framework for Easily Invertible Architectures


CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer


tglcourse

The Generative Landscape - a course on generative modelling (currently unfinished). Join our Discord: https://discord.gg/vSjhr8xb4g


aiaiart

Course content and resources for the AIAIART course.


moolib

A library for distributed ML training with PyTorch


beanmachine

A library that allows for inference on probabilistic models


shumai

Fast Differentiable Tensor Library in JavaScript and TypeScript with Bun + Flashlight


pytorch-vq-vae

PyTorch implementation of VQ-VAE by Aäron van den Oord et al.


git-re-basin

Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"


XPretrain

Multi-modality pre-training


stablediffusion-infinity

Outpainting with Stable Diffusion on an infinite canvas


bats-core

Bash Automated Testing System


Diffusion Reading Group at EleutherAI


godot

Godot Engine – Multi-platform 2D and 3D game engine


starship

☄🌌  The minimal, blazing-fast, and infinitely customizable prompt for any shell!


awful-oss-incidents

🤬 A categorized list of incidents caused by unappreciated OSS maintainers or underfunded OSS projects. Feedback welcome!


clip-interrogator

Image to prompt with BLIP and CLIP


sd-webui-colab-simplified

A one-click version of sd-webui-colab


pytorch-topological

A topological machine learning framework based on PyTorch


diffusionbee-stable-diffusion-ui

Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.


Stable-Craiyon

A colab notebook that combines Stable Diffusion + DALL-E Mini (Craiyon)


action-pipenv

Use pipenv commands in your GitHub Actions Workflow


A collection of 3D reconstruction papers in the deep learning era.


nn-zero-to-hero

Neural Networks: Zero to Hero