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CodeBoarding / CodeBoarding

Interactive architecture diagrams for codebases

Updated Oct 2, 2026
Python

EthicalML / xai

XAI - An eXplainability toolbox for machine learning

machine-learning ai evaluation ml artificial-intelligence upsampling bias interpretability feature-importance explainable-ai explainable-ml xai imbalance downsampling explainability bias-evaluation machine-learning-explainability xai-library

Updated Nov 29, 2025
Python

alexgreensh / attention-span

Sponsor

Star

Make your agents talk human. ADHD-friendly output styles for Claude Code, Codex, and others. So you can pay attention, not tokens.

skills eli5 explainable-ai explainability claude-code adhd-friendly claude-skills claude-plugin anti-slop output-style ai-slop-reduction

Updated Sep 6, 2026
Python

mmschlk / shapiq

Star

Shapley Interactions and Shapley Values for Machine Learning

python machine-learning game-theory interpretability feature-importance explainable-ai banzhaf-index shapley interpretable-machine-learning shap explainability feature-attribution feature-interactions shapley-interactions shapiq

Updated Sep 30, 2026
Python

alvinwan / neural-backed-decision-trees

Star

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

pytorch neural-networks imagenet image-classification pretrained-models decision-trees cifar10 interpretability pretrained-weights cifar100 tiny-imagenet explainability neural-backed-decision-trees

Updated May 1, 2023
Python

explainX / explainx

Star

Explain & debug any blackbox machine learning model with a single line of code.

machine-learning scikit-learn transparency blackbox bias interpretability explainable-artificial-intelligence interpretable-ai explainable-ai explainable-ml xai interpretable-machine-learning machine-learning-interpretability explainability aws-sagemaker explainx

Updated Jul 13, 2026
Python

haofanwang / Score-CAM

Star

Official implementation of Score-CAM in PyTorch

heatmap grad-cam pytorch cam saliency class-activation-maps cnn-visualization-technique gradcam gradient-free cnn-visualization visual-explanations explainability score-cam scorecam

Updated Aug 6, 2022
Python

keisen / tf-keras-vis

Star

Neural network visualization toolkit for tf.keras

visualization python deep-learning tensorflow keras grad-cam keras-visualization saliency explainable-ai explainable-ml xai gradcam gradcam-plus-plus keras-vis explainability xai-library saliency-maps activation-maximization score-cam

Updated Mar 12, 2025
Python

carla-recourse / CARLA

Star

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

python benchmarking benchmark machine-learning tensorflow pytorch artificial-intelligence counterfactual explainable-ai explainable-ml explainability tensorflow2 counterfactual-explanations counterfactuals recourse

Updated Oct 2, 2023
Python

iancovert / sage

Star

For calculating global feature importance using Shapley values.

machine-learning interpretability shapley explainability

Updated Sep 28, 2026
Python

sebastian-hofstaetter / matchmaker

Star

Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch

efficiency pytorch transformer knowledge-distillation dpr explainability neural-ir neural-ranking

Updated Jan 27, 2023
Python

hate-alert / HateXplain

Star

Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

detection lstm offensive bias hatespeech hate-speech interpretable-deep-learning attention-lstm bert-model explainability bert-fine-tuning

Updated Jun 12, 2023
Python

chr5tphr / zennit

Star

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

python machine-learning deep-learning attribution pytorch interpretability interpretable-ai interpretable-ml explainable-ai xai lrp explainability feature-attribution

Updated May 13, 2026
Python

mims-harvard / GraphXAI

Star

GraphXAI: Resource to support the development and evaluation of GNN explainers

benchmarking deep-learning embeddings graph-machine-learning interpretability explainable-ai explainable-ml graph-neural-networks explainability

Updated May 22, 2024
Python

charlesdedampierre / BunkaTopics

Star

🗺️ Data Cleaning and Textual Data Visualization 🗺️

nlp machine-learning natural-language-processing cartography topic-modeling summarization data-cleaning fine-tuning explainability llms

Updated May 23, 2025
Python

squaredev-io / whitebox

Star

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

Updated Jul 11, 2023
Python

csinva / imodelsX

Star

Interpret text data with LLMs (sklearn compatible).

machine-learning natural-language-processing ai deep-learning neural-network text-classification text scikit-learn ml pytorch language-model natural-language-understanding interpretability xai explainability huggingface transformer-models

Updated Apr 22, 2026
Python

pkuserc / ChatGPT_for_IE

Star

Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

performance evaluation information-extraction calibration named-entity-recognition event-detection event-extraction relation-extraction entity-typing relation-classification explainability large-language-models chatgpt faithfulness

Updated Aug 17, 2024
Python

d909b / cxplain

Star

Causal Explanation (CXPlain) is a method for explaining the predictions of any machine-learning model.

machine-learning deep-learning interpretability explainable-ai explainable-ml explainability

Updated Aug 22, 2020
Python

dylan-slack / TalkToModel

Star

TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!

ai ml machine-learning-library papers explanation dialogue-systems interpretability conversational-ai explainable-artificial-intelligence machine-learning-papers explainable-ml xai interpretable-machine-learning explainability paper-implementation conversationalxai

Updated Aug 3, 2023
Python

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explainability

Here are 395 public repositories matching this topic...

CodeBoarding / CodeBoarding

EthicalML / xai

alexgreensh / attention-span

mmschlk / shapiq

alvinwan / neural-backed-decision-trees

explainX / explainx

haofanwang / Score-CAM

keisen / tf-keras-vis

carla-recourse / CARLA

iancovert / sage

sebastian-hofstaetter / matchmaker

hate-alert / HateXplain

chr5tphr / zennit

mims-harvard / GraphXAI

charlesdedampierre / BunkaTopics

squaredev-io / whitebox

csinva / imodelsX

pkuserc / ChatGPT_for_IE

d909b / cxplain

dylan-slack / TalkToModel

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