Research on Tabular Deep Learning: Papers & Packages

FinEval是一个中文金融领域高质量多项选择与文本问答题的集合。

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

标签传播算法python实现，以iris数据集为例

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.

将评分卡模型转换为PMML文件进行部署

结巴中文分词

Survival analysis built on top of scikit-learn

Survival analysis in Python

Text and supporting code for Think Stats, 2nd Edition

Open source package for Survival Analysis modeling

Scorecard Development in python, 评分卡

神经网络与深度学习

Probabilistic Machine Learning: Advanced Topics

《基本有用的计量经济学》（MUSE）

ESC Team's credit scorecard tools.

A curated list of resources dedicated to text summarization