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1d-kalman-filter

This is a simple 1 dimensional Kalman Filter. The Aim of this project was to understand the basics of the Kalman Filter so I could move on to the Extended Kalman Filter.

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, ... 🧠

bilevel-optimization-in-coordination-game

code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)

captura

Capture Screen, Audio, Cursor, Mouse Clicks and Keystrokes

cplusplus-deeper-resource

data-structure

《数据结构》-严蔚敏.吴伟民-教材源码与习题解析

deep-reinforcement-learning-practice

Practice of Deep Reinforcement Learning with Keras and gym.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepmind_mas_enviroment

some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

docs

TensorFlow documentation

drl-baseline

Re-produce DQN, REINFORCE, REINFORCE with baseline, one-step AC, QAC, QAC with shared network, PPO2, DDPG, TD3, SAC, SAC discrete，A2C，A3C

drl-tensorflow

My DRL library with tensorflow1.14 based on openai spinning-up

drl_algorithm_library

This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.

drl_communication

drlib

DRLib：A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.

dueling-dqn-pytorch

very easy implementation of dueling DQN in pytorch

dueling_dqn

Dueling DQN Pytorch

edge-computing-codes

Implementation of Edge Computing papers.

fate

An Industrial Grade Federated Learning Framework

federated

A framework for implementing federated learning

google-research

Google Research

homework

Assignments for CS294-112.

keras-gan

Keras implementations of Generative Adversarial Networks.

l-ink_card

Smart NFC & ink-Display Card

light_mappo

Lightweight version of MAPPO to help you quickly migrate to your local environment.

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).