Metadata-Version: 2.1
Name: pclp
Version: 0.1.0
Summary: PyTorch Causal Latent Programming for Multi-Label Learning
Home-page: https://github.com/palm-biaoliu/pclp
Author: Wang Anqi
Author-email: 1326621393@qq.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: torch>=1.10
Requires-Dist: torchvision>=0.11
Requires-Dist: numpy>=1.20
Requires-Dist: scikit-learn>=1.0
Requires-Dist: tensorboard>=2.8
Requires-Dist: Pillow>=9.0
Requires-Dist: randaugment>=0.1.1
Requires-Dist: termcolor>=1.1.0

# PCLP - PyTorch Causal Latent Programming

[![PyPI Version](https://img.shields.io/pypi/v/pclp.svg)](https://pypi.org/project/pclp/)

A novel framework combining causal modeling and generative networks for multi-label learning.

## Features

- Bidirectional Generative Model (BGM)
- Structural Causal Models (SCM)
- Semi-supervised learning support
- Multi-GPU distributed training


## Installation

```bash
pip install pclp
