Keras implementation for DASP: Deep Approximate Shapley Propagation (ICML 2019)
☆62Jul 1, 2019Updated 6 years ago
Alternatives and similar repositories for DASP
Users that are interested in DASP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Feedforward implementation of Lightweight Probabilistic Deep Networks for Keras and Tensorflow☆14Jul 1, 2019Updated 6 years ago
- Implementation of the paper "Shapley Explanation Networks"☆88Jan 16, 2021Updated 5 years ago
- Code for paper "Interpret Federated Learning with Shapley Values"☆40May 18, 2019Updated 6 years ago
- State-Regularized Recurrent Neural Networks☆11Sep 20, 2019Updated 6 years ago
- Venus is a state-of-the-art sound and complete verification toolkit for Relu-based feed-forward neural networks. It can be used to check…☆15Aug 31, 2022Updated 3 years ago
- ☆24Dec 15, 2018Updated 7 years ago
- Model Agnostic Counterfactual Explanations☆88Sep 30, 2022Updated 3 years ago
- CVPR'19 experiments with (on-manifold) adversarial examples.☆43Feb 27, 2020Updated 6 years ago
- ☆124May 10, 2021Updated 4 years ago
- Attributing predictions made by the Inception network using the Integrated Gradients method☆647Feb 23, 2022Updated 4 years ago
- Lab tasks for the course on "Data Engineering for Machine Learning"☆10May 1, 2023Updated 2 years ago
- Implementation of Pre-text invariant representation learning algorithm in pytorch☆11May 27, 2020Updated 5 years ago
- ☆13Sep 11, 2024Updated last year
- ☆11May 25, 2023Updated 2 years ago
- pytorch版simcse无监督语义相似模型☆23May 13, 2021Updated 4 years ago
- Code for the paper "SelectiveNet: A Deep Neural Network with an Integrated Reject Option"☆12Jan 26, 2019Updated 7 years ago
- 十三水的AI出牌算法,速度非常快,一般在毫秒级,附带测试方案☆16Apr 15, 2022Updated 3 years ago
- Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.☆21Feb 2, 2026Updated last month
- Implements common data processing tasks such as creation of an inverted index, performing a relational join, multiplying sparse matrices …☆11Mar 15, 2016Updated 10 years ago
- Python code for perturbation-based saliency map☆12Jul 16, 2018Updated 7 years ago
- implementation of http://arxiv.org/pdf/1511.06391v4.pdf in keras☆13Oct 3, 2016Updated 9 years ago
- ☆11Feb 22, 2019Updated 7 years ago
- Towards Efficient Shapley Value Estimation via Cross-contribution Maximization☆14Jul 8, 2022Updated 3 years ago
- Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds☆11Oct 28, 2019Updated 6 years ago
- Pytorch code for "Learning Implicit Generative Models by Matching Perceptual Features", ICCV 2019☆15Nov 4, 2020Updated 5 years ago
- Utility Tools for the Crops3D Dataset☆19Feb 14, 2026Updated last month
- Emacs Configuration Using Purcell's Structure☆22Feb 11, 2026Updated last month
- On Calibration of Modern Neural Networks - tensorflow implementation☆30Jun 16, 2018Updated 7 years ago
- ☆11Mar 5, 2021Updated 5 years ago
- Pytorch Implementation of recent visual attribution methods for model interpretability☆146Feb 27, 2020Updated 6 years ago
- Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent…☆54Jul 4, 2018Updated 7 years ago
- Code for "Generative causal explanations of black-box classifiers"☆35Jan 15, 2021Updated 5 years ago
- A tool for visualizing the structure and performance of Random Forests 🌳☆20Oct 25, 2022Updated 3 years ago
- ☆14Dec 10, 2017Updated 8 years ago
- GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulations☆35Jan 23, 2026Updated 2 months ago
- The solutions for the dacon competition (1st place).☆13May 18, 2022Updated 3 years ago
- This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning☆11Nov 24, 2023Updated 2 years ago
- ☆16Oct 13, 2020Updated 5 years ago
- Experiments from "The Description Length of Deep Learning Models"☆10Aug 1, 2018Updated 7 years ago