semvec/pypi-packages huggingface dataset:
PySDTest 0.0.21
A Python Package for Stochastic Dominance Tests
Requires Python: >=3.6

# PySDTest

 A Python Package for Stochastic Dominance Tests

PySDTest is a Python 3 implementation of routines for Stochastic Dominance tests. This package was created by Kyungho Lee in collaboration with Yoon-Jae Whang.

This package implements stochastic dominance tests proposed by [Barrett and Donald (2003)](https://doi.org/10.1111/1468-0262.00390), [Linton, Maasoumi and Whang (2005)](https://ideas.repec.org/a/oup/restud/v72y2005i3p735-765.html), [Linton, Song and Whang (2010)](https://econpapers.repec.org/article/eeeeconom/v_3a154_3ay_3a2010_3ai_3a2_3ap_3a186-202.htm), [Donald and Hsu (2014)](https://www.tandfonline.com/doi/full/10.1080/07474938.2013.833813). PySDTest also contains stochastic dominance tests by applying the numerical delta method [(Hong and Li (2018))](https://www.sciencedirect.com/science/article/abs/pii/S0304407618300988.html). For details of each model, refer to the corresponding paper.
image-processor-raphaelhfs 0.1.0
A simple yet modern package for image processing.
Requires Python: >=3.14

# image-processor-raphaelhfs

A simple yet modern package for image processing.
This package can:

- Process images (load, save and resize),
- Process histograms (transfer, compare and show),
- Process structure similarity,
- and show results.

## Installation

Coming soon.

## Author

Raphael H. F. Silva

## License

[MIT](LICENSE)
mrmd 0.10.1
Collaborative markdown notebooks - edit and run code together
Requires Python: >=3.11
Keywords: collaborative, crdt, editor, markdown, notebook, yjs

# mrmd

Collaborative markdown notebooks - edit and run code together.

## Quick Start

```bash
# Run directly with uvx (no install needed)
uvx mrmd

# Or install and run
pip install mrmd
mrmd
```

## What it does

`mrmd` opens a collaborative markdown editor in your browser. You can:

- Write markdown with live preview
- Add executable code blocks (Python, JavaScript, etc.)
- Collaborate in real-time with others
- Run code and see output inline

## Usage

```bash
# Open editor in current project
mrmd

# Use custom docs directory
mrmd --docs ./notes

# Use custom port
mrmd --port 3000

# Don't open browser automatically
mrmd --no-browser
```

## How it works

mrmd automatically detects your project root by looking for common markers:
- `.git` - Git repository
- `.venv` - Python virtual environment
- `pyproject.toml` - Python project
- `package.json` - Node.js project
- etc.

It then:
1. Starts a sync server for real-time collaboration (Yjs/CRDT)
2. Starts a Python runtime for code execution
3. Serves the editor UI
4. Opens your browser

Documents are saved to the `docs/` directory in your project (or `notebooks/`, `notes/` if they exist).

## Development

```bash
# Clone the repo
git clone https://github.com/anthropics/mrmd-packages
cd mrmd-packages/mrmd

# Install in development mode
uv pip install -e .

# Run
mrmd
```

## License

MIT