Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
☆56Aug 17, 2022Updated 3 years ago
Alternatives and similar repositories for concept-based-xai
Users that are interested in concept-based-xai are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CME: Concept-based Model Extraction☆13Nov 24, 2020Updated 5 years ago
- ☆20Jan 17, 2024Updated 2 years ago
- DISSECT: Disentangled Simultaneous Explanations via Concept Traversals☆12Feb 5, 2024Updated 2 years ago
- Overlooked Factors in Concept-based Explanations: Dataset Choice, Concept Learnability, and Human Capability (CVPR 2023)☆10Mar 14, 2023Updated 3 years ago
- PyTorch Explain: Interpretable Deep Learning in Python.☆172May 16, 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.
- Algorithms covered in the Bioinformatics Course part of the Cambridge Computer Science Tripos☆21Feb 17, 2024Updated 2 years ago
- Prototyping about eXplainable Artificial Inteligence (XAI)☆26Jan 5, 2023Updated 3 years ago
- ☆17Jun 4, 2021Updated 4 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 4 years ago
- Code for Nature Scientific Reports 2020 paper: "Unsupervised generative and graph neural methods for modelling cell differentiation" by I…☆18Jul 23, 2020Updated 5 years ago
- GeneBac: a modular framework for predicting antibiotic resistance from DNA sequence.☆18Jan 3, 2024Updated 2 years ago
- ☆124Mar 15, 2022Updated 4 years ago
- Quantitative Testing with Concept Activation Vectors in PyTorch☆43Mar 18, 2019Updated 7 years ago
- Implementation of "Learning latent subspaces in variational autoencoders"☆20Dec 31, 2019Updated 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.
- Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"☆14Sep 7, 2022Updated 3 years ago
- Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022☆74Jul 15, 2022Updated 3 years ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆59Nov 3, 2024Updated last year
- ☆35Jun 22, 2021Updated 4 years ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Sep 26, 2025Updated 8 months ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 4 years ago
- Code accompanying ICCC 2019 Creative Submission paper - "ChordAL: A Chord-Based Approach for Music Generation using Bi-LSTMs".☆19Mar 4, 2022Updated 4 years ago
- cvpr 2022☆15Sep 1, 2023Updated 2 years ago
- Implementations of growing and pruning in neural networks☆22Jul 26, 2023Updated 2 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.
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆15Jun 11, 2020Updated 5 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 the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆94May 20, 2024Updated 2 years ago
- [ICLR 2021] Concept Learners for Few-Shot Learning☆115Jun 6, 2023Updated 2 years ago
- Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.☆45Feb 10, 2022Updated 4 years ago
- Learning clinical-decision rules with interpretable models.☆21Aug 10, 2023Updated 2 years ago
- Official pytorch implement of paper InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization☆21Jul 10, 2024Updated last year
- Hypergraph Factorisation☆26Nov 28, 2024Updated last year
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Apr 19, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Joint Trajectory Inference for Single-cell Genomics Using Deep Learning with a Mixture Prior☆33Mar 14, 2025Updated last year
- ☆26Aug 8, 2025Updated 9 months ago
- ☆16Jul 10, 2023Updated 2 years ago
- Isomap in Python☆10Mar 1, 2013Updated 13 years ago
- DifferentialEquations.jl with PyTorch☆11Oct 12, 2022Updated 3 years ago
- Research repository for the proposed equivariant graph attention network that operates on large biomolecules proposed by Le et al. (2022)☆20Dec 1, 2022Updated 3 years ago
- Korean Benchmark for Korean Legal Language Understanding☆19Nov 16, 2024Updated last year