List of relevant resources for machine learning from explanatory supervision
☆168Jul 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:
- Probabilistic Circuits in Julia☆10Dec 27, 2023Updated 2 years ago
- ☆35Jun 22, 2021Updated 5 years ago
- Code/figures in Right for the Right Reasons☆56Dec 29, 2020Updated 5 years ago
- A collection of research materials on explainable AI/ML☆1,661Aug 19, 2026Updated last month
- Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"☆18Oct 17, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [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.☆194Jan 16, 2022Updated 4 years ago
- Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19☆20Nov 21, 2018Updated 7 years 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
- Reasoning over weighted algebraic and logical constraints☆26Apr 30, 2026Updated 5 months ago
- Logic Circuits from the Juice library☆52Jun 15, 2024Updated 2 years ago
- ☆12Dec 15, 2024Updated last year
- CAIPI turns LIMEs into trust!☆12May 30, 2020Updated 6 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.
- Interesting resources related to XAI (Explainable Artificial Intelligence)☆864May 31, 2022Updated 4 years ago
- ☆54Aug 22, 2023Updated 3 years ago
- Codebase for Neuro-Symbolic Continual Learning.☆26Aug 21, 2023Updated 3 years ago
- ☆15Aug 4, 2020Updated 6 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Feb 6, 2024Updated 2 years ago
- ☆15Jan 15, 2019Updated 7 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆31May 21, 2020Updated 6 years ago
- Code for paper "Source Data and Target Annotations Agnostic Transferability Representation for Source-Free Unsupervised Domain Adaptatio…☆16Jun 7, 2024Updated 2 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆12Jan 10, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆78Mar 26, 2022Updated 4 years ago
- Generative Forests in Python☆35Jul 6, 2023Updated 3 years ago
- 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☆107Jun 10, 2024Updated 2 years ago
- Research model for classification and feature extraction of dermatoscopic images☆26May 22, 2023Updated 3 years ago
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆38Jun 7, 2020Updated 6 years ago
- The Python PSDD Package☆18Jul 20, 2025Updated last year
- Awesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断,神经逻辑,强人工智能逻辑推理前沿领域。☆142Oct 13, 2020Updated 6 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.
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 7 months ago
- Concept Bottleneck Models, ICML 2020☆261Feb 24, 2023Updated 3 years ago
- Sum-product networks in Julia.☆36Dec 13, 2022Updated 3 years ago
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16May 12, 2018Updated 8 years ago
- Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)☆125Aug 25, 2021Updated 5 years ago
- Functions for easily making publication-quality figures with matplotlib.☆19Jan 20, 2024Updated 2 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆77Mar 22, 2023Updated 3 years ago