datalee

score-predict

根据用户评论内容预测用户的评分（1-5分）

decompose-png

decompose(AirPassengers)

DistributedR

Ensemble-tools-of-classify

修改了RTextTools的部分代码，用于自己日常的分类算法集成。

error_dataframe

flashtext

Extract Keywords from sentence or Replace keywords in sentences.

gensimSimilarity

gstfaqbot

h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...)

ir201712

IRkernel

R kernel for Jupyter

Laurae

Advanced High Performance Data Science Toolbox for R by Laurae

LightGBM

LightGBM is 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.

microsoft-r

Sample code and Data for Microsoft R Server and Microsoft R Client

python_search

利用sklearn和gensim中的tfidf,lsa,doc2vec进行查询与文档匹配搜索

RTextTools

RTextTools is a free, open source machine learning package for automatic text classification that makes it simple for both novice and advanced users to get started with supervised learning.

santander_2016

The 3rd place solution for Santander Customer Satisfaction competition

Smop2017

Best smop in da world

Talks

Presentations

zhihuzhuanlan