Kekas

Kek it easy.

Kekas is a simple tool for training neural networks on Pytorch.

I tried to keep it as simple as possible.

Installation

pip install kekas

Mixed Precision requirements

Kekas use https://github.com/NVIDIA/apex library for mixed precision training, so follow the installation instructions from its repo.

Features

Awesome name
Mixed Precision (FP16)
Learning Rate Finder
One Cycle policy
Tensoboard logging
Best checkpoints saving
Early stopping
TTA
Freeze / unfreeze
Easy customization

Quick start guide

I don't beieve in quick start guides, I think that they create more questions than answers.

Instead, I've created a detailed Tutorial notebook. Read it.

Contribution guide

Just contribute something good and don't contribute anything bad.

Citing

If you find this library useful for your research, please consider citing:

@misc{aleksandr belskikh_2019,
    author      = {Aleksandr Belskikh},
    title       = {{kekas: Just another DL library}},
    month       = dec,
    year        = 2019,
    doi         = {10.5281/zenodo.2577861},
    version     = {0.1.23},
    publisher   = {Zenodo},
    url         = {https://doi.org/10.5281/zenodo.2577861},
    }