Projects in Awesome Lists tagged with explainable
A curated list of projects in awesome lists tagged with explainable .
https://github.com/ModelOriented/modelStudio
📍 Interactive Studio for Explanatory Model Analysis
ai explainable explainable-ai explainable-machine-learning explanatory-model-analysis human iml interactive interactivity interpretability interpretable interpretable-machine-learning learning machine model model-visualization r visualization xai
Last synced: 11 May 2025
https://github.com/modeloriented/modelstudio
📍 Interactive Studio for Explanatory Model Analysis
ai explainable explainable-ai explainable-machine-learning explanatory-model-analysis human iml interactive interactivity interpretability interpretable interpretable-machine-learning learning machine model model-visualization r visualization xai
Last synced: 04 Apr 2025
https://github.com/astrazeneca/awesome-shapley-value
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
artificial-intelligence data-science deep-learning explainability explainable explainable-ai explainable-artificial-intelligence explainable-ml lime machine-learning owen-value shap shapley shapley-additive-explanations shapley-decomposition shapley-q-value shapley-value xai
Last synced: 26 Dec 2025
https://github.com/lethaiq/GRACE_KDD20
GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model’s Prediction. Thai Le, Suhang Wang, Dongwon Lee. 26th ACM SIGKDD Int’l Conf. on Knowledge Discovery and Data Mining (KDD)
Last synced: 11 May 2025
https://github.com/oegedijk/explainingtitanic
A demonstration of the explainerdashboard package that that displays model quality, permutation importances, SHAP values and interactions, and individual trees for sklearn RandomForestClassifiers, etc
explainable explainerdashboard individual-trees permutation-importances shap-values xai
Last synced: 12 Apr 2025
https://github.com/epsoft/explainable
explainable
data database dataset explainable numpy seaborn tensorflow
Last synced: 29 Jul 2025
https://github.com/eloiz/awesome_explainable_driving
A curated list of papers on explainability and interpretability of self-driving models
autonomous-driving autonomous-vehicles explainable explainable-ai explainable-deepneuralnetwork explainable-dnn-architecture explainable-ml interpretability interpretable-machine-learning interpretable-neural-networks motion-planning self-driving self-driving-car self-driving-vehicle
Last synced: 24 Jan 2026
https://github.com/wodeni/image-synthesis-explained
A 🐶🐱 explanation of generative neural nets
datavisualization explainable gan
Last synced: 25 Mar 2025
https://github.com/alanbld/utf8proj
Project scheduling engine for Rust
cli cpm critical-path-method deterministic explainable gantt-chart git-friendly language-server lsp project-management rust scheduling text-based wasm webassembly
Last synced: 29 Jan 2026
https://github.com/kieranlitschel/xswem
A simple and explainable deep learning model for NLP.
deep-learning explainable fast global-explanation glove keras local-explanation machine-learning model nlp simple swem tensorflow word-embeddings
Last synced: 18 Jan 2026
https://github.com/systemslibrarian/structureless-labs
Open research lab for conservative post-quantum cryptography — three-depth explainers (Simple/Developer/Researcher), the sl-researchkit method, reproducible attacks, and an experimental KEM studied with it. For production, use ML-KEM.
accessibility cryptography cryptography-research explainable lattice-cryptography learning-with-errors ml-kem open-research post-quantum-cryptography pqc
Last synced: 09 Jun 2026
https://github.com/muditnautiyal-21/mudra-ml
Glass-box autonomous data science in Python. Profiles data, builds leakage-safe pipelines, recommends and tunes models, and logs every decision behind the result.
automl classification clustering data-science explainable machine-learning pipeline python regression scikit-learn
Last synced: 12 Jun 2026
