detorch 1.1.2

Minimal PyTorch Library for Differential Evolution

Minimal PyTorch Library for Differential Evolution

Requirements

pipcs
numpy
torch

Optional

mpi4py # If you want to run in parallel
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

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/detorch/config.py for parameters.

You can run the example with

python example.py

or in parallel for faster training.

mpirun -np 2 python example.py

Another Evolution Library for PyTorch

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