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
leavesdb
Functions and scripts for interacting with an lmdb database
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