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annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-ebm

Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

continual-learning-papers

Continual Learning papers list, curated by ContinualAI

data-science-competitions

Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

dl_rl_zoo

Lightweight, stable, efficient PyTorch implement of reinforcement learning

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

facial_details_synthesis

Photo-Realistic Facial Details Synthesis from Single Image (ICCV2019 Oral)

gnnexplainer-tutorial

ismrmrd-python-tools

ISMRMRD Python Toolbox

kungfu

Kungfu Trader

machine-learning-notes

周志华《机器学习》手推笔记

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maml-tensorflow

Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

paper_downloader

Download papers and supplemental materials from open-access paper website, such as AAAI, ACCV, AISTATS, COLT, CVPR, ECCV, ICCV, ICLR, ICML, IJCAI, JMLR, NIPS.

recursive-cascaded-networks

[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

robosumo

RoboSumo competitive multi-agent environments.

tensorflowinaction

torchquad

Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX

transfer-learning-library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

zju-ncov-hitcarder