WinnieZM's repositories
AI-RecommenderSystem
该仓库尝试整理推荐系统领域的一些经典算法模型
algorithm-base
专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！
awesome-deep-learning-papers
The most cited deep learning papers
awesome-knowledge-graph
整理知识图谱相关学习资料
awesome-rl
Reinforcement learning resources curated
cskaoyan
提供计算机考研和软件工程考研专业的各个学校 考研真题
dtreeviz
A python library for decision tree visualization and model interpretation.
easy-rl
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
fun-rec
本推荐算法教程主要是针对具有机器学习基础并想找推荐算法岗位的同学，教程由推荐算法基础、推荐算法入门赛、新闻推荐项目及推荐算法面经组成，形成了一个完整的从基础到实战再到面试的闭环。
GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks.
interesting-python
有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)
KERL_learning
learning from KERL. Some notes.
leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
list_of_recommender_systems
A List of Recommender Systems and Resources
MachineLearning_Python
机器学习算法python实现
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
ML-For-Beginners
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all
MTBook
《机器翻译：统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods
pandas_exercises
Practice your pandas skills!
python_data_analysis_and_mining_action
《python数据分析与挖掘实战》的代码笔记
RecBole
A unified, comprehensive and efficient recommendation library
Reco-papers
Classic papers and resources on recommendation
recommenders
Best Practices on Recommendation Systems
Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
RSPapers
A Curated List of Must-read Papers on Recommender System.
Solving-TSP-by-GA
use GA to solve TSP
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法