dayerenzj's repositories
Kaggle_Competition_Treasure
Describe past Kaggle solutions
BDCI2018-ChinauUicom-1st-solution
这是BDCI2018的联通赛题第一名解决方案
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
Solution-meinian-disease-risk-prediction-1st-in-round1-14th-in-round2
阿里云天池算法大赛-美年大健康双高风险预测的解决方案，链接如下https://tianchi.aliyun.com/competition/introduction.htm?spm=5176.100066.0.0.374233afHvI1cn&raceId=231654
talkingdata-adtracking-fraud-detection
My solution for TalkingData AdTracking Fraud Detection Challenge (https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/)
tencent-ad-game
第二届腾讯广告算法大赛（Rank 9） http://algo.tpai.qq.com/home/rankinglist/rankingList
2048-deep-reinforcement-learning
Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
automl-challenge-2018
AutoML challenge 2018 at PAKDD 2018
ctrNet-tool
This's the tool for CTR, including FM, FFM, NFFM and so on.
darts
A python library for easy manipulation and forecasting of time series.
Data-Science-Practice-from-Data-Competitions
This is a open source data science practice books
fastText
Library for fast text representation and classification.
kaggle-porto-seguro
2nd Place Solution for Kaggle Porto Seguro's Safe Driver Prediction
proNet-core
A general-purpose network embedding framework: pair-wise representations optimization Network
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
TensorFlow2.0-Notes
Tensorflow 2.0 Notes 提供了TF2.0案例实战以及TF2.0基础实战，目标是帮助那些希望和使用Tensorflow 2.0进行深度学习开发和研究的朋友快速入门，其中包含的Tensorflow 2.0教程基本通过测试保证可以成功运行(有问题的可以提issue，笔记网站正在建设中)。
tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai