Codebase for "Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains Its Predictions" (to appear in AAAI 2018)
☆77Nov 21, 2017Updated 8 years ago
Alternatives and similar repositories for PrototypeDL
Users that are interested in PrototypeDL 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
- Self-Explaining Neural Networks☆46Feb 1, 2020Updated 6 years ago
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"☆31Mar 24, 2023Updated 3 years ago
- A TensorFlow [2.0] implementation of ProSeNet: "Interpretable and Steerable Sequence Learning via Prototypes" (Ming et al., 2019)☆12Dec 19, 2019Updated 6 years ago
- ☆16Jul 6, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Source code from our RecSys 2020 paper: "Making neural network interpretable with attribution: application to implicit signals prediction…☆14Oct 2, 2020Updated 5 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Apr 23, 2022Updated 3 years ago
- TextGraphs-13 Shared Task on Multi-Hop Inference Explanation Regeneration☆44Feb 24, 2020Updated 6 years ago
- Self-Explaining Neural Networks☆14Jul 22, 2023Updated 2 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆10Feb 22, 2022Updated 4 years ago
- Code for "Generative causal explanations of black-box classifiers"☆36Jan 15, 2021Updated 5 years ago
- Python code for the cross-modal retrieval system proposed at ACM MM '10 in "A New Approach to Cross-Modal Multimedia Retrieval"☆20May 4, 2015Updated 10 years ago
- Code associated with a research project for experimenting with different ways of surfacing stylistic, analytic, or visual discrepancies i…☆14Dec 12, 2024Updated last year
- Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent…☆54Jul 4, 2018Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- An example using Jupyter-React and Jupyter-React-JS in a Jupyter Notebook☆16Oct 11, 2016Updated 9 years ago
- This is a list of awesome prototype-based papers for explainable artificial intelligence.☆41Dec 12, 2022Updated 3 years ago
- This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classi…☆22Jun 24, 2021Updated 4 years ago
- Towards Visual Explanations for Convolutional Neural Networks via Input Resampling☆13Aug 16, 2017Updated 8 years ago
- Python package for creating rule-based explanations for classifiers.☆60Nov 13, 2019Updated 6 years ago
- Tools for robustness evaluation in interpretability methods☆10Jun 25, 2021Updated 4 years ago
- Layerwise Relevance Visualization in Convolutional Text Graph Classifiers☆11Jun 2, 2021Updated 4 years ago
- ☆12Jun 21, 2022Updated 3 years ago
- Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'☆18Apr 5, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆29Nov 23, 2022Updated 3 years ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆127Mar 22, 2021Updated 5 years ago
- Adversarial Active Learning for Deep Networks☆14Oct 16, 2018Updated 7 years ago
- ☆14Jul 2, 2018Updated 7 years ago
- Scrape and archive realtime bus position data☆13Apr 1, 2023Updated 3 years ago
- "What is Learned in Visually Grounded Neural Syntax Acquisition", Noriyuki Kojima, Hadar Averbuch-Elor, Alexander Rush and Yoav Artzi (AC…☆12Dec 30, 2021Updated 4 years ago
- ☆134Aug 7, 2019Updated 6 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆85May 7, 2021Updated 4 years ago
- IBD: Interpretable Basis Decomposition for Visual Explanation☆52Nov 28, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- On Calibration of Modern Neural Networks - tensorflow implementation☆30Jun 16, 2018Updated 7 years ago
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 6 years ago
- ☆90Oct 7, 2021Updated 4 years ago
- Code for "CharManteau: Character Embedding Models For Portmanteau Creation. EMNLP 2017. Varun Gangal*, Harsh Jhamtani*, Graham Neubig, Ed…☆10Jun 20, 2019Updated 6 years ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆15Jun 11, 2020Updated 5 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
- Re-implementation for paper 'Semi-supervised learning with deep generative models' using lasagne. There is no guarantee for bug free.☆14Jul 3, 2021Updated 4 years ago