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ailearning

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

ar2

6 axis stepper motor robot and control software - Gen2

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

continues-control

continues_controll_drl

In this project I used DRL to train a robot in Unity.

continuescontrol

Reinforcement Learning for Continues action and space states

cs285_fa19_deep_reinforcement_learning

My solutions to UC Berkeley CS285 (originally CS294-112, deeprlcourse) Fall 2019 assignments

deep-knowledge-tracing

An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0

deep-knowledge-tracing-plus

It is the DKT+ model implemented in python3 and tensorflow1.2

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deep-rl-autonomous-systems

Designing a control system to exploit model-free deep reinforcement learning algorithms to solve a real-world autonomous driving task of a small robot.

deepknowledgetracing

source code for the paper Deep Knowledge Tracing

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，50余万字。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

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl-minitaur

Simulation robot control using deep deterministic gradient policy.

detectron-traffic-signs

dkt

Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)

dkvmn

Dynamic Key-Value Memory Networks for Knowledge Tracing

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gnnpapers

Must-read papers on graph neural networks (GNN)

i2a-tf

Imagination Augmented Agents in TensorFlow

lamcts

The release codes of LA-MCTS with its application to Neural Architecture Search.

leetcode

Python & JAVA Solutions for Leetcode

lhy_dl_hw

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

lihang-code

《统计学习方法》的代码实现

ml-for-agv-dispatching-module

The simulation module for AGV dispatching with ML approach (SVM and DQN).

ml-notes

notes about machine learning