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geneticalgorithmpython icon geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

recursive-video-downsampler icon recursive-video-downsampler

A small script I made that recursively looks inside a folder (and all of its subfolders) looking for movie files, then running a PowerShell command using FFMPEG to reduce the filesize of the video, deleting the original.

tensorflow-model-generator icon tensorflow-model-generator

A proof of concept class object that one could use as part of a Genetic Algorithm to tune entire models (not just their hyperparameters) using TensorFlow. While this simple script CAN tune hyperparameters, it also tests different layer numbers and sizes which is something missing from many autoML packages in this space.

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