inouye-lab / ShapleyExplanationNetworksView external linksLinks
Implementation of the paper "Shapley Explanation Networks"
☆88Jan 16, 2021Updated 5 years ago
Alternatives and similar repositories for ShapleyExplanationNetworks
Users that are interested in ShapleyExplanationNetworks are comparing it to the libraries listed below
Sorting:
- Enabling interactive plotting of the visualizations from the SHAP project.☆23Jan 15, 2020Updated 6 years ago
- Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.☆11Oct 20, 2020Updated 5 years ago
- This is a Pytorch Implementation of the DASP algorithm from the paper "Explaining Deep Neural Networks with a Polynomial Time Algorithm f…☆11Jun 12, 2020Updated 5 years ago
- ☆12May 20, 2021Updated 4 years ago
- Interpolation between Residual and Non-Residual Networks, ICML 2020. https://arxiv.org/abs/2006.05749☆26Aug 16, 2020Updated 5 years ago
- ☆13Nov 26, 2023Updated 2 years ago
- Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/190…☆14Dec 12, 2020Updated 5 years ago
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 5 years ago
- Code for "Neuron Shapley: Discovering the Responsible Neurons"☆27May 1, 2024Updated last year
- Cleanlab Vizzy: illustrating the core ideas behind the Cleanlab algorithm☆16Apr 19, 2023Updated 2 years ago
- A Sparse-tensor Communication Framework for Distributed Deep Learning☆13Nov 1, 2021Updated 4 years ago
- Official implementation of ICLR 2025 'LORO: Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization'☆16Apr 24, 2025Updated 9 months ago
- Codes for DATA: Differentiable ArchiTecture Approximation.☆11Jul 22, 2021Updated 4 years ago
- Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"☆12Aug 17, 2021Updated 4 years ago
- [ICLR 2025] Official PyTorch implementation of our paper for general continual learning "Advancing Prompt-Based Methods for Replay-Indepe…☆16Dec 21, 2025Updated last month
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆223Jan 1, 2026Updated last month
- This repository contains codes to explain One-Dimensional Convolutional Neural Networks (1D-CNN) using Layer-wise Relevance Propagation.☆13Aug 24, 2021Updated 4 years ago
- Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations is a ServiceNow Research project that was started at Elemen…☆13Jul 31, 2023Updated 2 years ago
- released code for the paper: ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding☆31Nov 24, 2020Updated 5 years ago
- [ICLR 2022] "Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, and No Retraining" by Lu Miao*, Xiaolong Luo*, T…☆33Jan 20, 2022Updated 4 years ago
- The official repo for GCP-CROWN paper☆13Sep 26, 2022Updated 3 years ago
- ☆19Mar 18, 2021Updated 4 years ago
- PyTorch implementation of "Metric Learning with Adaptive Density Discrimination"☆13Mar 25, 2019Updated 6 years ago
- Guidelines for the responsible use of explainable AI and machine learning.☆17Jan 30, 2023Updated 3 years ago
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 6 years ago
- Code for AdaXpert (ICML'21)☆16Jul 19, 2021Updated 4 years ago
- DropNet: Reducing Neural Network Complexity via Iterative Pruning (ICML 2020)☆16Aug 24, 2020Updated 5 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆36Jun 19, 2020Updated 5 years ago
- Keras implementation for DASP: Deep Approximate Shapley Propagation (ICML 2019)☆62Jul 1, 2019Updated 6 years ago
- ☆18Oct 22, 2020Updated 5 years ago
- On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them [NeurIPS 2020]☆36Jul 3, 2021Updated 4 years ago
- Energy-based Out-of-distribution Detection☆17Dec 23, 2020Updated 5 years ago
- Official data release to reproduce Confident Learning paper results☆40Feb 17, 2022Updated 3 years ago
- Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"☆44Nov 10, 2020Updated 5 years ago
- Pytorch implementation of various neural network interpretability methods☆119Mar 8, 2022Updated 3 years ago
- Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)☆20Jun 18, 2021Updated 4 years ago
- Genetic programming method for explaining complex black-box models☆19Jun 17, 2024Updated last year
- In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)☆40Mar 4, 2020Updated 5 years ago