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2021-aifrenz-rlenv

AI프렌즈 제72회 세미나 - 강화학습 환경 개발 발표 자료 및 예제 코드

annotated_deep_learning_paper_implementations

🧑‍🏫 59 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, ... 🧠

bsrgan

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

drl-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

fedda

Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'

federated-averaging-pytorch

An unofficial PyTorch implementation of a federated learning algorithm, FedAvg.

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

fl_gui

Training Federated Learning with GUI

fl_k8s

Implementing K8S with Jetson TX2 for FL

flsim

A simulation framework for Federated Learning written in PyTorch

gc_project_ssvcs

Senier project

juneseokbang

ml_phw1

Gachon University Machine Learning PHW1

ml_phw2

Gachon University Machine Learning PHW2

nvflare

NVIDIA Federated Learning Application Runtime Environment

pillalarm

PillAlarm Project for Software Engineering

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

test-repo

test repository