Metadata-Version: 2.1
Name: sdevelo
Version: 0.1
Summary: SDEvelo: a deep generative approach for transcriptional dynamics with cell-specific latent time and multivariate stochastic modeling
Home-page: https://github.com/Liao-Xu/SDEvelo
Author: Xu Liao
Author-email: xu.smooth.liao@gmail.com
License: LICENSE
Classifier: Development Status :: 1 - Planning
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: anndata>=0.10.7
Requires-Dist: matplotlib>=3.7.1
Requires-Dist: numpy>=1.23.5
Requires-Dist: scipy>=1.8.1
Requires-Dist: scvelo>=0.2.5
Requires-Dist: seaborn>=0.11.2
Requires-Dist: torch>=1.13.1

# SDEvelo: a deep generative approach for transcriptional dynamics with cell-specific latent time and multivariate stochastic modeling

## Overview

SDEvelo leverages advanced stochastic differential equations (SDE) to provide a novel approach to RNA velocity analysis in single-cell RNA sequencing (scRNA-seq). This deep generative model accurately captures the complex, stochastic nature of transcriptional dynamics, offering new insights into cell differentiation and state transitions.

## Installation

Ensure you have Python 3.6 or later installed. SDEvelo can be installed using pip:

```bash
pip install sdevelo
