List of relevant resources for machine learning from explanatory supervision
☆167Jul 14, 2025Updated last year
Alternatives and similar repositories for awesome-explanatory-supervision
Users that are interested in awesome-explanatory-supervision are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆35Jun 22, 2021Updated 5 years ago
- ☆18Jan 17, 2023Updated 3 years ago
- A collection of research materials on explainable AI/ML☆1,649Mar 7, 2026Updated 5 months ago
- Invertible Concept-based Explanation (ICE)☆19Oct 29, 2025Updated 9 months ago
- Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"☆18Oct 17, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [EMNLP 2020] PyTorch code of PRover: Proof Generation for Interpretable Reasoning over Rules☆20Jul 6, 2023Updated 3 years ago
- A repository for explaining feature attributions and feature interactions in deep neural networks.☆193Jan 16, 2022Updated 4 years ago
- Reasoning over weighted algebraic and logical constraints☆26Apr 30, 2026Updated 3 months ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆126Mar 22, 2021Updated 5 years ago
- ☆26Nov 8, 2022Updated 3 years ago
- Logic Circuits from the Juice library☆50Jun 15, 2024Updated 2 years ago
- ☆12Dec 15, 2024Updated last year
- Sum-Product Network learning routines in python☆27Jun 10, 2015Updated 11 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆21Oct 13, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Codebase for Neuro-Symbolic Continual Learning.☆26Aug 21, 2023Updated 2 years ago
- ☆53Aug 22, 2023Updated 2 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆17Oct 7, 2022Updated 3 years ago
- ☆15Aug 4, 2020Updated 6 years ago
- A TensorFlow Label Propagation library☆13Apr 7, 2018Updated 8 years ago
- Code for paper "Source Data and Target Annotations Agnostic Transferability Representation for Source-Free Unsupervised Domain Adaptatio…☆15Jun 7, 2024Updated 2 years ago
- Generative Forests in Python☆35Jul 6, 2023Updated 3 years ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆78Mar 26, 2022Updated 4 years ago
- Code for paper "Multi-label Classification Neural Networks with Hard Logical Constraints"☆15Sep 6, 2022Updated 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.
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Oct 26, 2021Updated 4 years ago
- A Python Library for Deep Probabilistic Modeling☆63Oct 25, 2024Updated last year
- Probabilistic Circuits from the Juice library☆106Jun 10, 2024Updated 2 years ago
- Research model for classification and feature extraction of dermatoscopic images☆26May 22, 2023Updated 3 years ago
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16May 12, 2018Updated 8 years ago
- Sum-product networks in Julia.☆36Dec 13, 2022Updated 3 years ago
- Concept Bottleneck Models, ICML 2020☆256Feb 24, 2023Updated 3 years ago
- Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)☆125Aug 25, 2021Updated 4 years ago
- Functions for easily making publication-quality figures with matplotlib.☆19Jan 20, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for the benchmark containing dataset, models and metrics for productive concept learning -- a kind of compositional reasoning task t…☆19Jul 22, 2021Updated 5 years ago
- ☆66Jan 13, 2022Updated 4 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆77Mar 22, 2023Updated 3 years ago
- ☆17Nov 23, 2021Updated 4 years ago
- Tools for training explainable models using attribution priors.☆128Mar 19, 2021Updated 5 years ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆15Sep 12, 2024Updated last year
- This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For m…☆25Sep 21, 2022Updated 3 years ago