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Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
Causal Inference in Python
Causal inference, graphical models and structure learning with the PC algorithm.
Tools for causal analysis
Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"
Python program to convert a CSV file to an ARFF file.
Python code for tree ensemble interpretation
DoWhy is a Python library that makes it easy to estimate causal effects. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretable decision tree with an enhanced predictive performance
Book about interpretable machine learning
Lime: Explaining the predictions of any machine learning classifier
Official implementation for paper "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"
AcadHomepage: A Modern and Responsive Academic Personal Homepage
Python Library for Probabilistic Graphical Models
Python implementation of the rulefit algorithm
Code for "Sequential Neural Models with Stochastic Layers"
A set of utilities for writing and testing TensorFlow models
Tigramite is a time series analysis python module for causal discovery. **** Interested in doing a Postdoc/PhD applying machine learning to societally relevant scientific problems at the new DLR Data Science Institute in Germany? Visit www.climateinformaticslab.com **** The Tigramite documentation is at
Google 开源项目风格指南 (中文版)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.