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machine learning toolbox

Table of Contents

Installation

pip install git+https://github.com/mhyatt000/malt

Usage

  • can be imported as modules
  • can/SHOULD be copy-pasted as needed

Code Structure

├── malt
│   ├── data        # data processing and loading
│   ├── env
│   │   └── wrapper
│   ├── hf          # huggingface tools
│   ├── hydra       # hydra config tools... resolvers and things
│   ├── model
│   │   ├── hub     # models that are ready for training pipeline
│   │   ├── module  # model pieces and building blocks
│   │   └── net     # model architectures with no bells and whistles
│   ├── pl          # pytorch lightning
│   ├── u           # utils that dont fit anywhere else
│   └── wandb       # wandb and logging

MINT - MultI Node Training

└── mint
    └── scripts     # so that you don't have to sign onto each node annoyingly

Contributing

please do that

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