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ML Experiments

This repository contains many small ML experiments that mess around with model architecture. The main focus lies on text processing and all (or most) training experiments are done on text sequence-to-sequence tasks.

Running

The code currently only correctly works under linux, due to limiations coming from jax. To run it, simply run run_ml_py.sh, which will open up a selection menu.

Structure

The code is structured around the concept of an experiment, which is defined as an independent program performing some sort of test. The experiments are defined in their own files and registered in experiments/__init__.py. The rest of the code is a minimal framework to make creating new experiments easier.

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