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TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

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PlotNeuralNet

Latex code for making neural networks diagrams

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Deterministic-Policy-Gradient

Reinforcement Learning methods for Continuos Control

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ape-x

This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"

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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

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DDPG-Keras-Torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

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SenseAct

SenseAct: A computational framework for developing real-world robot learning tasks

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matconvnet

MatConvNet: CNNs for MATLAB

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reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

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AdaptiveCriticDesigns

ACD project

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adaptive-critic-designs

Matlab Source for fundamental adaptive critic designs

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batch-ppo

Efficient Batched Reinforcement Learning in TensorFlow

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papers

I categorize, annotate and write comments for all research papers I read (430+ papers since 2018).

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cyclegan-1

Tensorflow implementation of CycleGANs

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gym-mupen64plus

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

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HighwayEnv

A minimalist environment for decision-making in autonomous driving

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TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

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AutonomousDrivingCookbook

Scenarios, tutorials and demos for Autonomous Driving

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PRM

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

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PYTORCH_LEARNING

书籍：深度学习框架pytorch入门与实践

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Recursive-least-squares

Python implementation of RLS with forgetting

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machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

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deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

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sharelist

快速分享 GoogleDrive OneDrive

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DeepLearning-500-questions

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Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

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Deep-Learning-21-Examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

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pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

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models

Models and examples built with TensorFlow

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