JacobARose

nbdev_leaves_demo

Twitter-API-v2-fork

Sample code for the Twitter API v2 endpoints

how-do-vits-work

[JRose code WIP] --Adapted from official PyTorch implementation of "How Do Vision Transformers Work?"

pigeonXT-more

🐦 Quickly annotate data from the comfort of your Jupyter notebook

image-utils

Refined collection of various image file utilities I've written and re-written at various points during my graduate studies performing research in computer vision.

lightning-hydra-classifiers

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.

thisnotthat

A visual labeling system implemented in Jupyter widgets.

awesome-stars

A curated list of my GitHub stars! Organized by programming language. Generated by starred

notes

Solving_ImageNet

Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)

pytorch-project-template

PyTorch Lightning + Hydra. A feature-rich template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

python-boilerplate

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

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.

dm-haiku

JAX-based neural network library

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation and Finetune.

incremental_learning.pytorch

A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).

learning

Becoming better at data science every day

imgclsmob

Sandbox for training convolutional networks for computer vision

Intro_to_Digital_Agriculture

Skoltech course, Introduction to Digital Agriculture, 3 term

Zoo-Tuning

Code release for Zoo-Tuning: Adaptive Transfer from A Zoo of Models (ICML2021)

JacobARose.github.io

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

deprecated-JacobARose.github.io

al-fk-self-supervision

(fork of) the Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

ResizeRight

The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).