Pinned Repositories
Awesome-Repos
My personal collection of interesting repos, started after many years of collecting them sporadically in the bookmarks of different browsers and various disconnected apps.
awesome-stars
A curated list of my GitHub stars! Organized by programming language. Generated by starred
deprecated-JacobARose.github.io
dm-haiku
JAX-based neural network library
ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
genetic_algorithm
Implementation of a Genetic Algorithm framework for evolving the optimal structure of deep neural nets based on a fitness function applied to a particular dataset.
how-do-vits-work
[JRose code WIP] --Adapted from official PyTorch implementation of "How Do Vision Transformers Work?"
pyleaves
Full project repo containing sub-packages for database, dataloaders, models, training, and analysis.
thisnotthat
A visual labeling system implemented in Jupyter widgets.
JacobARose's Repositories
JacobARose/pyleaves
Full project repo containing sub-packages for database, dataloaders, models, training, and analysis.
JacobARose/models
Models and examples built with TensorFlow
JacobARose/ResizeRight
The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).
JacobARose/tfrecord
TFRecord reader for PyTorch
JacobARose/augmix-tf
Implementation of AugMix (2020) in TensorFlow
JacobARose/AutoML_Survey
JacobARose/awesome-slugify
Python flexible slugify function
JacobARose/computer-vision-cracks-the-leaf-code-2016
Code from the 2016 PNAS paper
JacobARose/convnet-drawer
Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions
JacobARose/grad-cam-pytorch
PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps
JacobARose/js_data
Data manipulation and processing in JavaScript
JacobARose/keep-a-changelog
If you build software, keep a changelog.
JacobARose/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
JacobARose/leavesdb
Functions and scripts for interacting with an lmdb database
JacobARose/make-a-readme
:page_facing_up: Because nobody can read your mind (yet)
JacobARose/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
JacobARose/sklearn-deap
Use evolutionary algorithms instead of gridsearch in scikit-learn
JacobARose/Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
JacobARose/TF2_template
a simple template for Tensorflow 2.X
JacobARose/ViT-pytorch_lightning