PyTorch Explain: Interpretable Deep Learning in Python.
☆175May 16, 2024Updated 2 years ago
Alternatives and similar repositories for pytorch_explain
Users that are interested in pytorch_explain are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Mar 9, 2023Updated 3 years ago
- ☆17Jun 4, 2021Updated 5 years ago
- ☆26Jul 15, 2021Updated 5 years ago
- Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI☆56Aug 17, 2022Updated 4 years ago
- Code for I-RAVEN-X generation and experiments☆27Sep 18, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Deep Learning and Logical Reasoning from Data and Knowledge☆377Updated this week
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆26Jun 30, 2023Updated 3 years ago
- Codebase for Neuro-Symbolic Continual Learning.☆27Aug 21, 2023Updated 3 years ago
- ☆18Sep 12, 2019Updated 7 years ago
- Gene Expression Imputation with Generative Adversarial Imputation Nets☆13Mar 25, 2023Updated 3 years ago
- Code for the paper 'Addressing leakage in Concept Bottleneck Models'☆12Oct 11, 2022Updated 4 years ago
- ☆11Jul 22, 2025Updated last year
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆16Jun 11, 2020Updated 6 years ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆45Oct 27, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 5 years ago
- Code for Stochastic Concept Bottleneck Models☆19Aug 5, 2026Updated 3 months ago
- Clean repository for the Cambridge COVID-19 ICU simulation☆12Mar 29, 2020Updated 6 years ago
- Organize the entire ADNI dataset based on the group name (AD, MCI, CN) locally☆14Oct 28, 2025Updated last year
- Code for the ICLR 2022 paper "Attention-based interpretability with Concept Transformers"☆41Sep 17, 2025Updated last year
- (ICCV23 Oral) LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning☆25Apr 11, 2024Updated 2 years ago
- Concept Bottleneck Models, ICML 2020☆264Feb 24, 2023Updated 3 years ago
- Official code for the ICLR 2021 paper Neural ODE Processes☆77May 1, 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 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 3 years ago
- ☆10May 24, 2021Updated 5 years ago
- Weight Predictor Networks with Sparse Feature Selection for Small Size Tabular Biomedical Data. Published at AAAI 2023☆20Jun 29, 2023Updated 3 years ago
- A curated paper list on neural symbolic and probabilistic logic.☆138Sep 5, 2023Updated 3 years ago
- ☆12Jun 5, 2023Updated 3 years ago
- The PyTorch implementation for "DEAL: Disentangle and Localize Concept-level Explanations for VLMs" (ECCV 2024 Strong Double Blind)☆21Mar 9, 2026Updated 7 months ago
- Official Implementation of "Transferring Inductive Biases Through Knowledge Distillation"☆16Jun 3, 2020Updated 6 years ago
- Official implementation of QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data☆33Jul 17, 2025Updated last year
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆15Sep 12, 2024Updated 2 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.
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆165Oct 16, 2026Updated 3 weeks ago
- From pixels to symbolic rule learning☆13Nov 12, 2021Updated 4 years ago
- A comprehensive set of colab notebooks to showcase the principal differences among XAI techniques☆13Aug 4, 2025Updated last year
- Official implementation of Teaching Temporal Logics to Neural Networks (https://arxiv.org/abs/2003.04218)☆33Feb 10, 2022Updated 4 years ago
- [MICCAI 2025 Young Scientist Award] Official implementation of "Learning Concept-Driven Logical Rules for Interpretable and Generalizable…☆16Aug 29, 2025Updated last year
- ARLC, a probabilistic abductive reasoner for solving Raven's progressive matrices.☆25Sep 18, 2025Updated last year
- Algorithms covered in the Bioinformatics Course part of the Cambridge Computer Science Tripos☆21Feb 17, 2024Updated 2 years ago