Self-Explaining Neural Networks
☆46Feb 1, 2020Updated 6 years ago
Alternatives and similar repositories for SENN
Users that are interested in SENN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Self-Explaining Neural Networks☆14Jul 22, 2023Updated 3 years ago
- ☆124Mar 15, 2022Updated 4 years ago
- PyTorch implementation for Neural Additive Models☆25Dec 2, 2020Updated 5 years ago
- Code for "Generative causal explanations of black-box classifiers"☆36Jan 15, 2021Updated 5 years ago
- Codebase for "Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains Its Predictions" (to appear in AA…☆77Nov 21, 2017Updated 8 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.
- Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", IEEE CVPRW 2023.☆19Dec 13, 2024Updated last year
- GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulations☆37Jan 23, 2026Updated 7 months ago
- DISSECT: Disentangled Simultaneous Explanations via Concept Traversals☆12Feb 5, 2024Updated 2 years ago
- Invertible Concept-based Explanation (ICE)☆19Oct 29, 2025Updated 10 months ago
- Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations is a ServiceNow Research project that was started at Elemen…☆13Jul 31, 2023Updated 3 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆38Dec 27, 2022Updated 3 years ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆15Jun 11, 2020Updated 6 years ago
- ☆16May 9, 2022Updated 4 years ago
- Code for "Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties"☆20May 14, 2021Updated 5 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.
- Code for the paper "Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers" published in ICLR 2019☆13Apr 25, 2019Updated 7 years ago
- Official code of "Discover the Unknown Biased Attribute of an Image Classifier" (ICCV 2021)☆21Oct 11, 2021Updated 4 years ago
- GEBI: Global Explanations for Bias Identification. Open source code for discovering bias in data with skin lesion dataset☆18Feb 20, 2022Updated 4 years ago
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"☆32Mar 24, 2023Updated 3 years ago
- Gaussian processes in TensorFlow with modifications to allow inter-domain inducing variables☆13Aug 11, 2017Updated 9 years ago
- Code for the analysis performed in the paper "Transcription factor stoichiometry, motif affinity and syntax regulate single-cell chromati…☆15Oct 16, 2025Updated 10 months ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 4 years ago
- State-Relabeling Adversarial Active Learning☆14Aug 17, 2021Updated 5 years ago
- Our paper is titled "NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Networks for better Cause-Effect Span Detection".☆13Feb 11, 2022Updated 4 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.
- This is the gcn implication in graphnet.☆15Nov 7, 2018Updated 7 years ago
- Counterfactual SHAP: a framework for counterfactual feature importance☆21Jul 6, 2023Updated 3 years ago
- Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN☆12Sep 22, 2023Updated 2 years ago
- ORDER LEARNING AND ITS APPLICATION TO AGE ESTIMATION [ICLR 2020]☆24May 11, 2020Updated 6 years ago
- Official Pytorch implementation of "Unbiased Classification Through Bias-Contrastive and Bias-Balanced Learning (NeurIPS 2021)☆37Oct 26, 2021Updated 4 years ago
- Official Pytorch implementation of Chromatic Graph Transformers☆10Jun 14, 2023Updated 3 years ago
- Official repository for the paper: "Trees with Attention for Set Prediction Tasks" (ICML21)☆10Jan 19, 2022Updated 4 years ago
- Code for "Nearest Neighbor Classifier Embedded Network for Active Learning", AAAI 2021☆10Feb 3, 2021Updated 5 years ago
- Ἀνατομή is a PyTorch library to analyze representation of neural networks☆13Jan 31, 2024Updated 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.
- MonarchAttention: Zero-Shot Conversion to Fast, Hardware-Aware Structured Attention (NeurIPS'25 Spotlight)☆27Feb 22, 2026Updated 6 months ago
- codes and plots for "Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs"☆11Dec 30, 2024Updated last year
- Visualisation and prioritisation of genomic variants from human exome sequencing projects☆13Apr 23, 2019Updated 7 years ago
- Code for paper "Search Methods for Sufficient, Socially-Aligned Feature Importance Explanations with In-Distribution Counterfactuals"☆18Oct 17, 2022Updated 3 years ago
- ☆12Sep 16, 2024Updated last year
- Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)☆27Mar 26, 2022Updated 4 years ago
- Knowledge graph Entity and Word Embeddings for Retrieval☆11Nov 19, 2021Updated 4 years ago