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hi-guides

数据挖掘比赛，DataCastle，精品旅行服务成单预测,

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

jdata-user-risk

基于移动网络通讯行为的风险用户识别

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

msnews.github.io

notebooks

机器学习、大数据等笔记分析和代码整理，知乎专栏和博客等，github作为备份和同步管理

pages

pang-leetcode

pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

prml

PRML algorithms implemented in Python

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pygtrie

Python library implementing a trie data structure.

python_dataanalysisandmining

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

shark

The Shark Machine Leaning Library. See more:

shell-tour

跟着shell去旅游

simulatemr

基于C++11的单机文件的map-reduce实现的框架

sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

surprise

A Python scikit for building and analyzing recommender systems

team-learning

Datawhale组队学习计划与课程内容

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

text-similarity

使用不同的方法计算相似度

thrift

Apache Thrift

tinyxml2

TinyXML2 is a simple, small, efficient, C++ XML parser that can be easily integrated into other programs.

top100-machine-learning-in-action

uncertainty-calibration

A collection of research and application papers of (uncertainty) calibration techniques.

xiaoran.github.io

xiaoran blog