xwbxxx

xwbxxx's Stars

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook22.5k2402.5k3.3k

• py-why/dowhy

  DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

  Language:Python7k137473922

• py-why/EconML

  ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

  Language:Jupyter Notebook3.7k75568709

• rguo12/awesome-causality-algorithms

  An index of algorithms for learning causality with data

  2.9k1089441

• Curt-Park/rainbow-is-all-you-need

  Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

  Language:Jupyter Notebook1.8k2632333

• jakobrunge/tigramite

  Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

  Language:Jupyter Notebook1.3k40197273

• Petterpx/FloatingX

  Android上强大的悬浮窗组件，支持 系统浮窗(需要权限)、应用内浮窗(无权限)、局部悬浮(View)，支持边缘吸附、回弹、自定义动画、位置保存、窗口化及分屏后位置修复等。Android without permission suspension window(App), support global(View), local suspension, support edge adsorption, rebound, custom animation, position saving, windowing and split-screen position repair.

  Language:Kotlin1.1k18114130

• NotGlop/docker-drag

  Download image from the Docker Hub HTTPS API

  Language:Python675230191

• cmu-phil/tetrad

  Repository for the Tetrad Project, www.phil.cmu.edu/tetrad.

  Language:Java40235983110

• Renovamen/pcalg-py

  Implement PC algorithm in Python | PC 算法的 Python 实现

  Language:Python1112426

• dreamhomes/TroubleShooter

  The algorithms about root cause analysis/localization/diagnosis in AIOps.

  Language:Jupyter Notebook312014

• dreamhomes/PCIC-2021-Track1

  PCIC 2021 Track1: Causal Discovery

  Language:Jupyter Notebook25306

• xiangyu-sun-789/NTS-NOTEARS

  Code for paper: NTS-NOTEARS: Learning Nonparametric DBNs With Prior Knowledge

  Language:Python234

• giovanniMen/CPCaD-Bench

  Continuous Industrial Process datasets for benchmarking Causal Discovery methods

  226

• Amber-Yes-We-Code/leap

  LEAP is a novel tool for discovering latent temporal causal relations.

  Language:Jupyter Notebook17102

• JiaYaobo/stamox

  make your statistical research faster

  Language:Python10240

• ckassaad/PCGCE

  Language:Jupyter Notebook81

• csquires/dct-policy

  Language:Python7301

• dimitri-G/Business_Application

  Language:Java2101

• dimitri-G/KFLServlet

  Language:Java2101

• dimitri-G/pplication

  test

  Language:Java2101

• xwbxxx/ZJU_SummerSchool_ProjectTemplate

  Language:JavaScript1000