Starred repositories
Research on Tabular Deep Learning: Papers & Packages
Causal Inference for the Brave and True的中文翻译版。全部代码基于Python,适用于计量经济学、量化社会学、策略评估等领域。英文版原作者:Matheus Facure
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
DoubleML - Double Machine Learning in Python
更新2008年版本的《上海交通大学生存手册》gitbook发布于https://survivesjtu.gitbook.io/survivesjtumanual/
Automatic extraction of relevant features from time series:
Python implementations of the Boruta all-relevant feature selection method.
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
润学全球官方指定GITHUB,整理润学宗旨、纲领、理论和各类润之实例;解决为什么润,润去哪里,怎么润三大问题; 并成为新中国人的核心宗教,核心信念。
Mathematical derivation and pure Python code implementation of machine learning algorithms.
Java library and command-line application for converting CatBoost models to PMML
Java library and command-line application for converting LightGBM models to PMML
Ruleset covering algorithms for transparent machine learning
Two algorithms based on linear programming to discover classification rules for interpretable learning.
Survival analysis built on top of scikit-learn
Text and supporting code for Think Stats, 2nd Edition
Open source package for Survival Analysis modeling
mathsyouth / awesome-text-summarization
Forked from lipiji/App-DLA curated list of resources dedicated to text summarization