xavierwong Goto Github PK

aix360

Interpretability and explainability of data and machine learning models

annotated-semantic-relationships-datasets

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

azurepublicdataset

Microsoft Azure Traces

causal-learn

Causal Discovery for Python. Translation and extension of the Tetrad Java code.

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causalml

Uplift modeling and causal inference with machine learning algorithms

causaltree

Working repository for Causal Tree and extensions

corels

Learning Certifiably Optimal Rule Lists

dafny

Dafny is a verification-aware programming language

decision-rules-network

This repository contains the source code of the paper "Learning Accurate and Interpretable Decision Rule Sets from Neural Networks".

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.

grf

Generalized Random Forests

hello-retail-workshop

A workshop to accompany the 100% serverless, event-driven "Hello, Retail!" code base.

loghub

A large collection of system log datasets for AI-powered log analytics

loglizer

A log analysis toolkit for automated anomaly detection [ISSRE'16]

mlic

A new framework to generate interpretable classification rules

nodelist

nordstrom-hello-retail

Copy of https://github.com/Nordstrom/hello-retail

oslo.policy

Rules engine to enforce access control policy. Mirror of code maintained at opendev.org.

policyuniverse

Parse and Process AWS IAM Policies, Statements, ARNs, and wildcards.

pywonderland

A tour in the wonderland of math with python.

td

Cross-platform library for building Telegram clients

tetrad

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

timechangingdecisiontree

An implementation for Time changing decision tree

trustworthyai

trustworthy AI related projects

xavierwong.github.io

Blog

z3

The Z3 Theorem Prover