pengwei785

docusaurus

Easy to maintain open source documentation websites.

dqn_flappy_bird

lab_device_management

课设2

LEMS

实验室设备管理系统（Laboratory-Equipment-Management-System）

LEMS

实验室设备管理系统（Laboratory equipment management system），大二实用软件工程406组项目。

DeepLearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

tianshou

An elegant PyTorch deep reinforcement learning library.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

deepLearningBook-Notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

DDPG

Implimenting DDPG Algorithm in Tensorflow-2.0

TF2-RL

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

DDPG

Deep Deterministic Policy Gradients in TF r2.0

tensorflow2-deep-reinforcement-learning

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

DDPG

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

tf2rl

TensorFlow2 Reinforcement Learning

Dive-into-DL-TensorFlow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning

Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers

Energy-Harvesting-DDPG-

Codes for "Deep Deterministic Policy Gradient (DDPG) based Energy Harvesting Wireless Communications"

Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。