7 Repositories
Python transparency Libraries
Smart-contracts - open sourcing our upcoming smart contracts for better security and transparency
Smart-contracts - open sourcing our upcoming smart contracts for better security and transparency
16 Jul 10, 2022
🔅 Shapash makes Machine Learning models transparent and understandable by everyone
🎉 What's new ? Version New Feature Description Tutorial 1.6.x Explainability Quality Metrics To help increase confidence in explainability methods, y
2.1k Dec 27, 2022
Responsible Machine Learning with Python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
624 Jan 6, 2023
Fit interpretable models. Explain blackbox machine learning.
InterpretML - Alpha Release In the beginning machines learned in darkness, and data scientists struggled in the void to explain them. Let there be lig
5.2k Jan 9, 2023
PyTorch implementation of "Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning"
Transparency-by-Design networks (TbD-nets) This repository contains code for replicating the experiments and visualizations from the paper Transparenc
351 Nov 18, 2022
Subcert is an subdomain enumeration tool, that finds all the subdomains from certificate transparency logs.
Subcert Subcert is a subdomain enumeration tool, that finds all the valid subdomains from certificate transparency logs. Table of contents Setup Demo
59 Dec 16, 2022
A library that implements fairness-aware machine learning algorithms
Themis ML themis-ml is a Python library built on top of pandas and sklearnthat implements fairness-aware machine learning algorithms. Fairness-aware M
105 Dec 30, 2022