Douboo

RSPapers

A Curated List of Must-read Papers on Recommender System.

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

machineLearningDeepLearning

李宏毅2021机器学习深度学习笔记PPT作业

spark-scala-examples

This project provides Apache Spark SQL, RDD, DataFrame and Dataset examples in Scala language

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lhy_DL_Hw

Tencent2020_Rank1st

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

GCN-TF2

Graph Convolution Network for TensorFlow 2 implementation.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

BERT4Rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

posts

A repository for code accompanying my Medium posts.

lihang-code

《统计学习方法》的代码实现

gcn

Implementation of Graph Convolutional Networks in TensorFlow

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

node2vec

node2vec

Implementation of the node2vec algorithm.

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

dssm

DSSM and Multi-View DSSM

spotlight

Deep recommender models using PyTorch.

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

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.

easy12306

使用机器学习算法完成对12306验证码的自动识别

12306

12306智能刷票，订票

BDC2019

2019**高校计算机大赛——大数据挑战赛 第三名解决方案

AIProCon

2019 AI 开发者大会

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等