List of relevant resources for machine learning from explanatory supervision
☆163Jul 14, 2025Updated 8 months ago
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 4 years ago
- Reasoning over weighted algebraic and logical constraints☆26Mar 12, 2026Updated 2 weeks ago
- ☆19Jan 17, 2023Updated 3 years ago
- Code/figures in Right for the Right Reasons☆57Dec 29, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A collection of research materials on explainable AI/ML☆1,624Mar 7, 2026Updated 3 weeks ago
- Explaining neural decisions contrastively to alternative decisions.☆24Mar 18, 2021Updated 5 years ago
- Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"☆18Oct 17, 2022Updated 3 years ago
- [EMNLP 2020] PyTorch code of PRover: Proof Generation for Interpretable Reasoning over Rules☆19Jul 6, 2023Updated 2 years ago
- A repository for explaining feature attributions and feature interactions in deep neural networks.☆192Jan 16, 2022Updated 4 years ago
- ☆11Feb 20, 2020Updated 6 years ago
- Official code for paper: Conservative objective models are a special kind of contrastive divergence-based energy model☆14Aug 15, 2023Updated 2 years ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆128Mar 22, 2021Updated 5 years ago
- ☆26Nov 8, 2022Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Delving into the Continuous Domain Adaptation (ACM MM22)☆12Jul 10, 2022Updated 3 years ago
- An experimental implementation of sum-product networks with dense unitary transformations in leaves☆13Sep 8, 2022Updated 3 years ago
- ☆11Dec 15, 2024Updated last year
- ☆52Aug 22, 2023Updated 2 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
- Codebase for Neuro-Symbolic Continual Learning.☆26Aug 21, 2023Updated 2 years ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Nov 11, 2020Updated 5 years ago
- Code for paper "Source Data and Target Annotations Agnostic Transferability Representation for Source-Free Unsupervised Domain Adaptatio…☆15Jun 7, 2024Updated last year
- ☆14Aug 4, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A TensorFlow Label Propagation library☆13Apr 7, 2018Updated 7 years ago
- Implementation of Sum-Product Attend-Infer-Repeat☆31May 21, 2020Updated 5 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆12Jan 10, 2023Updated 3 years ago
- Generative Forests in Python☆35Jul 6, 2023Updated 2 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆16Oct 7, 2022Updated 3 years ago
- Code for paper "Multi-label Classification Neural Networks with Hard Logical Constraints"☆15Sep 6, 2022Updated 3 years ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆77Mar 26, 2022Updated 4 years ago
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Oct 26, 2021Updated 4 years ago
- Probabilistic Circuits from the Juice library☆107Jun 10, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A Python Library for Deep Probabilistic Modeling☆63Oct 25, 2024Updated 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。☆140Oct 13, 2020Updated 5 years ago
- A logical, reasonably standardized, but flexible project structure for conducting ml research 🍪☆18Jan 23, 2026Updated 2 months ago
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16May 12, 2018Updated 7 years ago
- Sum-product networks in Julia.☆37Dec 13, 2022Updated 3 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated last month
- Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)☆128Aug 25, 2021Updated 4 years ago