praysunday

bert

TensorFlow code and pre-trained models for BERT

lihang-code

《统计学习方法》的代码实现

TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

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

pytorch-examples

Simple examples to introduce PyTorch

Reco-papers

Classic papers and resources on recommendation

DeepCTR-Torch

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

MachineLearning

一些关于机器学习的学习资料与研究介绍

ebook

学习资料

O2O-Coupon-Usage-Forecast

1st Place Solution for O2O Coupon Usage Forecast

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

Kaggle_Competition_Treasure

Describe past Kaggle solutions

ML-Foundation-and-ML-Techniques

台大机器学习课程作业详解

2018-IJCAI-top3

This 2018 IJCAI alimama Top3 Code

tencent-contest

RNN-Active-User-Forecast

1st place solution for the Kuaishou Active-user Forecast competition

NumpyWDL

Implement Wide & Deep algorithm by using NumPy

MLF-MLT

:books: 机器学习基石和机器学习技法作业

QtLab

:wrench: Qt Primer

Tencent_Social_Advertising_Algorithm_Competition

第一届腾讯社交广告高校算法大赛Tencent_2017_contest

Ant_Tianchi_CCF_Positioning

2017CCF大数据与计算智能大赛-蚂蚁金服-商铺定位赛题(全国第5名)

MYJF_Contest

蚂蚁金服-用户精确定位比赛

CIKM

xlearn

High Performance, Easy-to-use, and Scalable Machine Learning Package (C++, Python, R)

Credit-Scoring-Regression

消费者人群画像—信用智能评分比赛开源

DeepCTR-Torch

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

MLF-MLT

:books: 机器学习基石和机器学习技法作业

NTU_ML2017_Hung-yi-Lee_HW

NTU ML2017 Spring and Fall Homework Hung-yi_Li 李宏毅老师 机器学习课程作业