Metadata-Version: 2.1
Name: detorch
Version: 0.2.3
Summary: Minimal PyTorch Library for Differential Evolution
Home-page: https://github.com/goktug97/de-torch
Author: Göktuğ Karakaşlı
Author-email: karakasligk@gmail.com
License: MIT
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Requires-Python: >=3.7
Description-Content-Type: text/markdown
License-File: LICENSE

Minimal PyTorch Library for Differential Evolution
========================================================

# Requirements

```
pipcs
numpy
torch
mpi4py
gym # For examples
```

To install `mpi4py` you need `MPI` installed in the system.
Check: https://mpi4py.readthedocs.io/en/stable/install.html

A Dockerfile is provided for convenience.

# Installation

```bash
pip install detorch --user
```

# Usage
See https://github.com/goktug97/de-torch/blob/master/examples

Check https://github.com/goktug97/pipcs to understand the configuration system.

Check https://github.com/goktug97/de-torch/blob/master/de/config.py for parameters.

You can run the example with
```bash
python example.py
```
or in parallel for faster training.
```bash
mpirun -np 2 python example.py
```

# Another Evolution Library for PyTorch

https://github.com/goktug97/nes-torch


