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ai-projects

AI项目（推荐系统、自然语言处理、强化学习）

deep-learning-from-scratch

Source code and pdf from the book 《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)。

deepfm-tf2

DeepFM: A Factorization-Machine based Neural Network for CTR Prediction / xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems

deepfm_keras

a model of deepfm using keras

drl-rec

Deep reinforcement learning for recommendation system

git-tips

:trollface:Git的奇技淫巧

knowledge

python学习之路，就是不断累积，不断学习的过程

learn_dl

Deep learning algorithms source code for beginners

lihang-code

《统计学习方法》的代码实现

machine-learning

机器学习&深度学习资料笔记&基本算法实现&资源整理 / Everything about Machine Learning & Deep Learning

machine-learning-notes

This is the notes of the way of machine learning study. You may find something useful in it.

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

math

数学学习资料

ml-andrewng-notes

Coursera吴恩达机器学习课程笔记及资源整理

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

movielens

4 different recommendation engines for the MovieLens dataset.

movies_recommend_system

电影推荐系统

notebook

学习笔记

python-100-days

Python - 100天从新手到大师

pythonlearningnote

Python 进阶学习笔记

recommendation

推荐系统实例

recommendation-engine

A recommendation algorithm implemented with Biased Matrix Factorization method using tensorflow and tested over 1 million Movielens dataset with state-of-the-art validation RMSE around ~ 0.83

recommendation-system

推荐系统资料笔记收录/ Everything about Recommendation System. 专题/书籍/论文/产品

recommendation_system

Deep learning network for CTR : FM, DeepFM, PNN, NFM, DCN, Wide&Deep

recommender-systems-collaborative-filtering

基于MovieLens的协同过滤推荐系统

recommendsystempractice

《推荐系统实践》代码实现

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

reinforcementlearning_by_keras

rl_algorithms

Structural implementation of RL key algorithms

snake-ai-reinforcement

AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).