Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
☆55Aug 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
- ☆19Jan 17, 2024Updated 2 years ago
- DISSECT: Disentangled Simultaneous Explanations via Concept Traversals☆12Feb 5, 2024Updated 2 years ago
- ☆18Mar 9, 2023Updated 3 years ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆22Jan 19, 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.
- ☆25Jul 15, 2021Updated 4 years ago
- Concept Bottleneck Models, ICML 2020☆245Feb 24, 2023Updated 3 years ago
- PyTorch Explain: Interpretable Deep Learning in Python.☆171May 16, 2024Updated last year
- 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"☆53Mar 25, 2022Updated 4 years ago
- PyC (Pytorch Concepts) is a PyTorch-based library for training concept-based interpretable deep learning models.☆31Mar 19, 2026Updated last week
- 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.☆16Jan 3, 2024Updated 2 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.
- ☆123Mar 15, 2022Updated 4 years ago
- Quantitative Testing with Concept Activation Vectors in PyTorch☆43Mar 18, 2019Updated 7 years ago
- ☆22Nov 8, 2023Updated 2 years ago
- Implementation of "Learning latent subspaces in variational autoencoders"☆20Dec 31, 2019Updated 6 years ago
- 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☆75Jul 15, 2022Updated 3 years ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆58Nov 3, 2024Updated last year
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Sep 26, 2025Updated 6 months ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official codebase for the paper "Provable concept learning for interpretable predictions using variational inference".☆15Apr 4, 2022Updated 3 years ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆14Jun 11, 2020Updated 5 years ago
- Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems☆77Mar 26, 2022Updated 4 years ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆92May 20, 2024Updated last year
- A curated list of papers & resources linked to concept learning☆12Aug 9, 2023Updated 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
- [NAACL 2024] Part-based, explainable and editable fine-grained image classifier that allows users to define a species in text☆14Sep 19, 2025Updated 6 months ago
- NeurIPS'22 Oral: EquiVSet - Learning Neural Set Functions Under the Optimal Subset Oracle☆21Dec 23, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official pytorch implement of paper InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization☆21Jul 10, 2024Updated last year
- B-cos Networks: Alignment is All we Need for Interpretability☆116Nov 20, 2023Updated 2 years ago
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Apr 19, 2023Updated 2 years ago
- ☆14Aug 16, 2022Updated 3 years ago
- Joint Trajectory Inference for Single-cell Genomics Using Deep Learning with a Mixture Prior☆33Mar 14, 2025Updated last year
- 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