semvec/pypi-packages huggingface dataset:
omnata-plugin-runtime 0.12.3
Classes and common runtime components for building and running Omnata Plugins
Requires Python: <=3.13,>=3.10

# omnata-plugin-runtime
This package is a runtime dependency for [Omnata Plugins](https://docs.omnata.com/omnata-product-documentation/omnata-sync-for-snowflake/plugins).

It contains data classes, interfaces and application logic used to perform plugin operations.

For instructions on creating plugins, visit our [docs site](https://docs.omnata.com/omnata-product-documentation/omnata-sync-for-snowflake/plugins/creating-plugins).
scanpex 0.1.1
ScanPy Extension and kwarg Preferences
Requires Python: <4.0,>=3.10

<img src="https://raw.githubusercontent.com/yo-aka-gene/ScanpEx/main/docs/_static/scanpex_title.png"> 

# ScanpEx
[<img src="https://img.shields.io/badge/GitHub-yo--aka--gene/ScanpEx-181717?style=flat&logo=github">](https://github.com/yo-aka-gene/ScanpEx)
[![Documentation Status](https://readthedocs.org/projects/scanpex/badge/?version=latest)](https://scanpex.readthedocs.io/en/latest/?badge=latest)
[<img src="https://img.shields.io/badge/Documentation-scanpex.rtfd.io-8CA1AF?style=flat&logo=readthedocs">](https://scanpex.readthedocs.io/en/latest/)
<img src="https://img.shields.io/badge/Python-3.10%2B-3776AB?style=flat&logo=python">
[![PyPi](https://img.shields.io/pypi/v/scanpex?logo=pypi&label=PyPI&color=3775A9)](https://pypi.org/project/scanpex)

- ScanPy Extension and kwarg Preferences
- Most codes were initially employed in ["Design-of-Experiments for Nonlinear, Multivariate Biology: Rethinking Experimental Design through Perturb-seq"](https://www.biorxiv.org/content/10.64898/2025.12.28.696309v2)
- Related repositories:
    - [<img src="https://img.shields.io/badge/GitHub-yo--aka--gene/WhyDOE-181717?style=flat&logo=github">](https://github.com/yo-aka-gene/WhyDOE)
    - [<img src="https://img.shields.io/badge/GitHub-yo--aka--gene/WhyDOE_RWD_Analysis-181717?style=flat&logo=github">](https://github.com/yo-aka-gene/WhyDOE_RWD_Analysis)

## Documentation
Visit [https://scanpex.readthedocs.io/en/latest/](https://scanpex.readthedocs.io/en/latest/)

## Installation
```
pip install scanpex
```

## Citation
```
@article{okano2025design,
  title={Design-of-Experiments for Nonlinear, Multivariate Biology: Rethinking Experimental Design through Perturb-seq},
  author={Okano, Yuji and Ishikawa, Tetsuo and Sato, Yasunori and Okano, Hideyuki and Sakurada, Kazuhiro},
  journal={bioRxiv},
  pages={2025--12},
  year={2025},
  publisher={Cold Spring Harbor Laboratory}
}
```
openentropy 0.5.1
Your computer is a hardware noise observatory. Harvests entropy from 47 unconventional hardware sources.
Requires Python: >=3.10
Keywords: entropy, randomness, hardware, noise, TRNG, security, QRNG, rust

# openentropy (Python)

Hardware entropy for Python, backed by Rust (PyO3 + maturin build).

OpenEntropy harvests randomness from multiple physical noise sources on your machine (timing jitter, thermal effects, scheduler variance, I/O timing, and more), then exposes:

- `EntropyPool.auto()` for source discovery
- `get_random_bytes()` for conditioned output
- `get_bytes(..., conditioning="raw|vonneumann|sha256")` for research/analysis workflows
- `run_all_tests()` + `calculate_quality_score()` for statistical checks

## Install

```bash
pip install openentropy
```

## Quick start

```python
from openentropy import EntropyPool, detect_available_sources

sources = detect_available_sources()
print(f"{len(sources)} sources available")

pool = EntropyPool.auto()
data = pool.get_random_bytes(64)
print(data.hex())
```

## Docs

- Project: https://github.com/amenti-labs/openentropy
- Python SDK docs: https://github.com/amenti-labs/openentropy/blob/main/docs/PYTHON_SDK.md
lightgraph 1.0.1
A lightweight Python binding for lightGraph network visualization
Requires Python: >=3.6

# lightgraph

`lightgraph` is a high-performance HTML canvas-based network visualization tool. 

![](https://raw.githubusercontent.com/haozhu233/lightgraph/refs/heads/main/assets/lg_functions.png)

## Installation

For python binding, you can install from pypi.

```
pip install lightgraph
```