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Code associated with my Interpretable AI Book (https://www.manning.com/books/interpretable-ai)

Jupyter Notebook 54 22 Updated Dec 6, 2021

A library for mechanistic interpretability of GPT-style language models

Python 1,270 252 Updated Jul 31, 2024

A library for finding knowledge neurons in pretrained transformer models.

Python 139 18 Updated Feb 13, 2022

Schedule and Syllabus for Human-Centered Machine learning.

178 19 Updated Apr 3, 2023

Paper implementations from scratch and machine learning tutorials

Python 331 127 Updated Jan 5, 2024

keras implement of transformers for humans

Python 5,336 923 Updated Nov 2, 2023

Study material (slides, documents, etc.) for the Human Interaction course (Politecnico di Torino, 2022/2023)

6 2 Updated Jan 12, 2023

💡 Adversarial attacks on explanations and how to defend them

286 42 Updated Mar 5, 2024

A collection of research materials on explainable AI/ML

1,338 183 Updated May 1, 2024

This repository is all about papers and tools of Explainable AI

35 6 Updated Dec 20, 2019

Interesting resources related to XAI (Explainable Artificial Intelligence)

R 808 138 Updated May 31, 2022

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and l…

TypeScript 1,293 338 Updated Jul 8, 2024

🙈🙉🙊 本项目包括:1、我写的三十万字图解算法题典 2、100 张 IT 相关超清思维导图 3、100 篇大厂面经汇总 4、各语言编程电子书 100 本 5、English version supported !!! 🚀🚀 国人项目上榜首不易,右上角助力一波!干就对了,奥利给 !🚀🚀

Vue 1 Updated Aug 5, 2020

A ⚡Magic Mirror⚡ powered by a UWP Hosted Web App 🚀

JavaScript 1,232 225 Updated Mar 10, 2021

Official repo for the #tidytuesday project

HTML 6,616 2,364 Updated Jul 29, 2024

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

HTML 68,524 14,085 Updated Jul 29, 2024

developer-roadmap

Python 1,980 259 Updated Dec 7, 2021

Using Docker for Machine Learning Workflows

Jupyter Notebook 13 11 Updated May 27, 2021

Fit interpretable models. Explain blackbox machine learning.

C++ 6,156 726 Updated Jul 31, 2024

Financial Sentiment Analysis with BERT

Jupyter Notebook 1,382 406 Updated Sep 9, 2022

Machine learning program to identify when a news source may be producing fake news.

Python 29 23 Updated May 12, 2018

Algorithms and whiteboarding interview prep for the WWCSF community

Python 17 98 Updated Jul 24, 2020

Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data

Python 5,659 3,639 Updated Jul 31, 2024

Algorithms for explaining machine learning models

Python 2,351 249 Updated Jul 12, 2024

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 15,545 4,498 Updated Jun 21, 2022