ZJU-hjfeng

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

Monotonic-WOE-Binning-Algorithm

Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard models (pip install monotonic-binning)

sklearn2pmml

Python library for converting Scikit-Learn pipelines to PMML

lifelines

Survival analysis in Python

uncertainty-calibration

A collection of research and application papers of (uncertainty) calibration techniques.

xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

neo4j

Graphs for Everyone

tsfresh

Automatic extraction of relevant features from time series:

word2vec

Automatically exported from code.google.com/p/word2vec

GraphEmbedding

Implementation and experiments of graph embedding algorithms.

struc2vec

This repository provides a reference implementation of struc2vec.

deepwalk

DeepWalk - Deep Learning for Graphs

node2vec

item2vec

Implement item2vec algorithm

CHAID

A python implementation of the common CHAID algorithm

pylouvain

A Python implementation of the Louvain method to find communities in large networks

skope-rules

machine learning with logical rules in Python

networkx

Network Analysis in Python

gensim

Topic Modelling for Humans

featuretools

An open source python library for automated feature engineering

GBST

GBST is an optimized distributed gradient boosting survival trees library that is implemented based on the XGBoost

optbinning

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

XlsxWriter

A Python module for creating Excel XLSX files.

PRIM

Patient Rule Induction Method (PRIM) for Python

LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

python-louvain

Louvain Community Detection

spark

Apache Spark - A unified analytics engine for large-scale data processing

nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

HanLP

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

numpy-ml

Machine learning, in numpy