Jacob A Rose's repositories
augmix-tf
Implementation of AugMix (2020) in TensorFlow
awesome-slugify
Python flexible slugify function
computer-vision-cracks-the-leaf-code-2016
Code from the 2016 PNAS paper
convnet-drawer
Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions
grad-cam-pytorch
PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps
keep-a-changelog
If you build software, keep a changelog.
keras-idiomatic-programmer
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
make-a-readme
:page_facing_up: Because nobody can read your mind (yet)
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
sklearn-deap
Use evolutionary algorithms instead of gridsearch in scikit-learn
Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
TF2_template
a simple template for Tensorflow 2.X