List of relevant resources for machine learning from explanatory supervision
☆166Jul 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:
- ☆19Jan 17, 2023Updated 3 years ago
- Code/figures in Right for the Right Reasons☆57Dec 29, 2020Updated 5 years ago
- A collection of research materials on explainable AI/ML☆1,650Mar 7, 2026Updated 4 months 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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 2 months ago
- Logic Circuits from the Juice library☆50Jun 15, 2024Updated 2 years ago
- Sum-Product Network learning routines in python☆27Jun 10, 2015Updated 11 years ago
- 深度學習(交大簡仁宗老師)的作業或專題 / Project & Homework of Deep Learning Course(NCTU)☆13Jun 21, 2019Updated 7 years ago
- ☆53Aug 22, 2023Updated 2 years ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Nov 11, 2020Updated 5 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
- ☆15Jan 15, 2019Updated 7 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 paper "Source Data and Target Annotations Agnostic Transferability Representation for Source-Free Unsupervised Domain Adaptatio…☆15Jun 7, 2024Updated 2 years ago
- TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques☆33Jan 16, 2021Updated 5 years ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆78Mar 26, 2022Updated 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
- 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☆19Jul 20, 2025Updated last year
- 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
- 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.
- Sum-product networks in Julia.☆36Dec 13, 2022Updated 3 years ago
- Fast Axiomatic Attribution for Neural Networks (NeurIPS*2021)☆15Feb 24, 2026Updated 5 months ago
- Concept Bottleneck Models, ICML 2020☆255Feb 24, 2023Updated 3 years ago
- Functions for easily making publication-quality figures with matplotlib.☆19Jan 20, 2024Updated 2 years ago
- 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.☆78Mar 22, 2023Updated 3 years ago
- Full knowledge and control of the train state.☆18Sep 23, 2020Updated 5 years ago
- Tools for training explainable models using attribution priors.☆128Mar 19, 2021Updated 5 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.
- A structured list of resources about Sum-Product Networks (SPNs)☆254Jan 5, 2021Updated 5 years ago
- The Neuro-Symbolic Forward Reasoner☆30Jun 19, 2023Updated 3 years ago
- ☆47Jun 29, 2023Updated 3 years ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆15Sep 12, 2024Updated last year
- Bayesian Coresets Construction with Accelerated Iterative Hard Thresholding (A-IHT).☆14Apr 8, 2021Updated 5 years ago
- 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
- PyTorch Explain: Interpretable Deep Learning in Python.☆175May 16, 2024Updated 2 years ago