Zongyi LIU's repositories
zonemercy.github.io
Personal blog
DataProcessing_Python
Basic data processing functions
DeepGBM
SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks
good-clean-read
A Jekyll template for publishing clean, readable articles and single-page sites
interview_python
关于Python的面试题
jekyll-gitbook
Build Jekyll site with GitBook style!
Kaggle-Bosch
code and files related to the Bosch competition on Kaggle
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
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.
talkingdata-adtracking-fraud-detection
My solution for TalkingData AdTracking Fraud Detection Challenge (https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection/)
xicor
xi correlation method adapted for python
zhihu-python
获取知乎内容信息,包括问题,答案,用户,收藏夹信息
Zhihu_bigdata
使用scrapy和pandas完成对知乎300w用户的数据分析。首先使用scrapy爬取知乎网的300w,用户资料,最后使用pandas对数据进行过滤,找出想要的知乎大牛,并用图表的形式可视化。