Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!
☆29Jul 13, 2019Updated 7 years ago
Alternatives and similar repositories for xai_misconceptions
Users that are interested in xai_misconceptions are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Guidelines for the responsible use of explainable AI and machine learning.☆17Jan 30, 2023Updated 3 years ago
- A Python library for pruning and visualizing Keras Neural Networks' structure and weights☆11Dec 24, 2019Updated 6 years ago
- Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.☆20Feb 2, 2026Updated 6 months ago
- Repository of the paper "Defining Locality for Surrogates in Post-hoc Interpretablity" published at 2018 ICML Workshop on Human Interpret…☆17Nov 9, 2021Updated 4 years ago
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- H2O.ai Machine Learning Interpretability Resources☆489Dec 12, 2020Updated 5 years ago
- Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/☆27Jun 17, 2024Updated 2 years ago
- ☆12Mar 26, 2021Updated 5 years ago
- ☆38May 7, 2025Updated last year
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 7 years ago
- Practical ideas on securing machine learning models☆37May 27, 2021Updated 5 years ago
- ☆14Oct 21, 2018Updated 7 years ago
- ☆18Mar 24, 2021Updated 5 years ago
- Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework☆46Jan 12, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Paper and talk from KDD 2019 XAI Workshop☆19May 31, 2020Updated 6 years ago
- A python library for eXplainable Reinforcement Learning (XRL) based on the concept of interestingness elements.☆22May 22, 2021Updated 5 years ago
- A toolbox for fair and explainable machine learning☆57Jun 17, 2024Updated 2 years ago
- Complete solution for the Recruit Restaurant Visitor Forecasting Competition☆38May 15, 2018Updated 8 years ago
- Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.☆23Nov 19, 2019Updated 6 years ago
- Automatic Machine Learning (AutoML) for Wave Apps☆32Jul 17, 2023Updated 3 years ago
- All about explainable AI, algorithmic fairness and more☆111Sep 24, 2023Updated 2 years ago
- For calculating Shapley values via linear regression.☆74Jun 6, 2021Updated 5 years ago
- Programs for Information Topology Data Analysis☆13Oct 11, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This repository contains the code for implementing Bidirectional Relevance scores for Digital Histopathology, which was used for the resu…☆16Mar 24, 2023Updated 3 years ago
- FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)☆72Oct 20, 2021Updated 4 years ago
- Library for integrated use of H2O with Hyperopt☆13Apr 8, 2024Updated 2 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆70Oct 23, 2020Updated 5 years ago
- In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)☆40Mar 4, 2020Updated 6 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- Freddie Mac Single Loan Data Analysis & Machine Learning (Regression / Classification)☆12Jun 11, 2017Updated 9 years ago
- Statistical inference on machine learning or general non-parametric models☆44May 10, 2024Updated 2 years ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆680Jun 17, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This Repo is for implementation of 3D unet in Tensorflow 2.0v☆34Apr 24, 2020Updated 6 years ago
- Prediction Explanations Clustering☆10Oct 19, 2023Updated 2 years ago
- ☆918Mar 19, 2023Updated 3 years ago
- ☆11Oct 27, 2022Updated 3 years ago
- ☆19Dec 27, 2020Updated 5 years ago
- ☆112Jul 29, 2026Updated 2 weeks ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆816Jul 19, 2022Updated 4 years ago