semvec/pypi-packages huggingface dataset:
pyvitae 2.1.0
Joint Trajectory Inference for Single-cell Genomics Using Deep Learning with a Mixture Prior
Requires Python: >=3.8

# Model-based Trajectory Inference for Single-Cell RNA Sequencing Using Deep Learning with a Mixture Prior


This package provides computational tools to perform trajectory inference on scRNA-seq data with Variational Autoencoders. For more details, please refer to https://github.com/jaydu1/VITAE.

# Project Members
Jin-Hong Du, Tianyu Chen, Ming Gao, and Jingshu Wang

# License
This project is licensed under the terms of the MIT license.
screen-watcher-ig 1.2.0
화면 변경 감지 모니터링 프로그램
Requires Python: >=3.6

# Screen Watcher IG 🖥️

✅ 화면 변경 감지 프로그램  
📌 특정 영역을 모니터링하고 변경되면 알림을 보내줍니다.  

## 설치 방법
```bash
pip install screen-watcher-ig
plato-cli 0.1.33
Plato client
Requires Python: >=3.8

# Plato SDK


## Usage
```
class Task(BaseModel):
    ...

async with env := plato.make(ENV_ID):
    cdp_url = env.cdp_url
    
    # connect to browser and do modifications

   # get state
    state_mutations: dict = env.get_state()

    # evaluate

    ...

```
fastrtc-walkie-talkie 0.0.3.post1
FastRTC Turn Detection Algorithm that works like a walkie talkie. Finish your turn when you say "over".
Requires Python: >=3.10

# FastRTC Walkie Talkie

[![PyPI - Version](https://img.shields.io/pypi/v/fastrtc-walkie-talkie.svg)](https://pypi.org/project/fastrtc-walkie-talkie)
[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/fastrtc-walkie-talkie.svg)](https://pypi.org/project/fastrtc-walkie-talkie)

-----

## Table of Contents

- [Installation](#installation)
- [License](#license)

## Installation

```console
pip install fastrtc-walkie-talkie
```

## Usage

```python
from fastrtc_walkie_talkie import WalkieTalkie
from fastrtc import Stream


def echo(audio: tuple[int, np.ndarray]):
    """Echo the audio back to the user after they say a sentence ending with "over"."""
    yield audio


stream = Stream(
    handler=WalkieTalkie(echo),
    modality="audio",
    mode="send-receive",
    ui_args={"title": "Walkie Talkie Turn Taking Algorithm",
            "subtitle": "Say 'over' to finish your turn. For example, 'Hi, how are you? over'."},
)

stream.ui.launch()
```
spice-to-sch 0.1.3
A CLI to convert SkyWater SKY130 spice files into xschem .sch files.
Requires Python: >=3.13

# spice-to-sch

A CLI to convert SkyWater SKY130 spice files into xschem .sch files. Designed for [sifferman/sky130_schematics](https://github.com/sifferman/sky130_schematics).

## Use without installing

### For uv users
```bash
uvx spice-to-sch -h
```

## Installation

### For uv users (recommended)

```bash
uv tool install spice_to_sch
```

### For pip users

```bash
pip install spice_to_sch
```

## Usage

> [!CAUTION]
> The output file will be overwritten without warning.

Specify and input .spice and and output .sch file.

```bash
spice-to-sch -i file.spice -o file.sch
```

Input and output will default to stdin and stdout making this equivalent to the above command:

```bash
cat file.spice | spice-to-sch > file.sch
```

## Example

1. Generate a sch file. The following command uses uvx to use the package without downloading, and pipes a spice netlist from the clipboard to the tool.

```bash
wl-paste | uvx spice-to-sch -o sky130_fd_sc_hd__xor3_4.sch
```

2. Open the generated .sch file and manually arrange components.
   After running tool:
   ![pre](readme_images/xor3_4_pre.png)
   After organizing gates:
   ![post](readme_images/xor3_4_post.png)

## Limitations

- Currently this program will assume all components are transistors. Using this on a .spice file with other components will not work.
- Although schematics will pass a Layout Versus Schematic (LVS) check, all components must be manually rearranged.

## Running from source with uv

Clone the repo

```bash
git clone git@github.com:eliahreeves/spice-to-sch.git
cd spice-to-sh
```

Build and install

```bash
uv run spice-to-sch
```

> [!NOTE]
> You may need to remove existing installations using `uv tool uninstall spice-to-sch` or similar in order to avoid namespace confilcts.