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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

ant-learn-pandas

pandas学习课程代码仓库

awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer, Reinforcement Learning, Self-supervised Learning and so on.

awesome-deep-reinforcement-learning-papers-for-search-recommendation-advertising

Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.

carla-driving-rl-agent

Using Model-free Reinforcement Learning to teach an agent how to drive in the CARLA simulator

carla-rl

Reinforcement Learning Agents Trained in the CARLA Simulator

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

daiwk.github.io

main page

dbrl

Dataset Batch(offline) Reinforcement Learning for recommender system

ddpg-keras-torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

ddpg_torcs_pytorch

Using PyTorch and DDPG to play Torcs

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deep-reinforcement-learning-with-pytorch

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

deep-rl-ddpg-self-driving-car

Deep reinforcement learning - DDPG algorithm with self driving car in Torcs

drl-rec

Deep reinforcement learning for recommendation system

drl-research-aids

This repository provides gathered tips/resources/information and some personal recommendations to conduct DRL research. If you have any suggestions, feel free to tell me or contribute to this repository.

drl4recsys

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

drl_recommendation_system

deep reinforcement learning, recommendation system

exact-k-recommendation

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hinrl4rec

HINRL4Rec: a novel integrated heterogeneous network embedding with reinforcement learning for recommendation

kdxf

科大讯飞 top2solution

keras-flappybird

Using Keras and Deep Q-Network to Play FlappyBird

leetcode-python

LeetCode solutions in Python2. LeetCode题解 in Python2。

leetcode-solutions

Solutions for LeetCode

leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

lihang-code

《统计学习方法》的代码实现

machine-learning

机器学习笔记

model_based_rl_recommendation_system

my undergrad thesis project