#

explainable-ml

Here are 352 public repositories matching this topic...

jacobgil / pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

machine-learning computer-vision deep-learning grad-cam pytorch image-classification object-detection visualizations interpretability class-activation-maps interpretable-deep-learning interpretable-ai explainable-ai explainable-ml xai score-cam vision-transformers

Updated Aug 13, 2026
Python

interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.

machine-learning ai scikit-learn artificial-intelligence transparency blackbox bias differential-privacy gradient-boosting interpretability interpretable-ai interpretable-ml explainable-ai explainable-ml xai interpretable-machine-learning iml explainability interpretml

Updated Aug 31, 2026
C++

jphall663 / awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

Updated Jun 3, 2026

truera / trulens

Evaluation and Tracking for LLM Experiments and AI Agents

machine-learning neural-networks ai-agents explainable-ml agentops ai-monitoring ai-observability llms llmops llm-eval evals llm-evaluation agent-evaluation

Updated Aug 31, 2026
Python

microsoft / tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

python debugging data-science machine-learning reinforcement-learning ai monitoring deep-learning jupyter jupyter-notebook debug machinelearning deeplearning debugging-tool saliency explainable-ai explainable-ml model-visualization

Updated Mar 30, 2026
Jupyter Notebook

MAIF / shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

python machine-learning transparency lime interpretability ethical-artificial-intelligence explainable-ml shap explainability

Updated Aug 28, 2026
Jupyter Notebook

divelab / DIG

A library for graph deep learning research

deep-learning graph-generation explainable-ml self-supervised-learning 3d-graph graph-neural-network

Updated Jul 15, 2024
Python

awesome-explainable-graph-reasoning

AstraZeneca / awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

deep-learning graph graph-algorithms awesome-list graphml explainable-ai explainable-ml

Updated Apr 4, 2022

microsoft / responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Updated Aug 28, 2026
TypeScript

Trusted-AI / AIX360

Interpretability and explainability of data and machine learning models

machine-learning deep-learning artificial-intelligence ibm-research explainable-ai explainable-ml xai ibm-research-ai codait trusted-ai trusted-ml explainabil

Updated Aug 8, 2026
Python

imodels

csinva / imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

python rules data-science machine-learning statistics ai scikit-learn ml artificial-intelligence supervised-learning interpretability explainable-ai explainable-ml rule-learning optimal-classification-tree rulefit imodels bayesian-rule-list

Updated Aug 3, 2026
Jupyter Notebook

interpretml / DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

machine-learning deep-learning explainable-ai explainable-ml xai interpretable-machine-learning counterfactual-explanations

Updated Jul 13, 2025
Python

DALEX

ModelOriented / DALEX

moDel Agnostic Language for Exploration and eXplanation

black-box data-science machine-learning predictive-modeling fairness interpretability explainable-artificial-intelligence explanations explainable-ai explainable-ml xai model-visualization interpretable-machine-learning iml dalex responsible-ai responsible-ml explanatory-model-analysis

Updated Jul 15, 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

pyGAM

dswah / pyGAM

[CONTRIBUTORS WELCOME] Generalized Additive Models in Python

python data-science machine-learning scientific-computing hacktoberfest gams interpretable-ai interpretable-ml explainable-ai explainable-ml interpretable-machine-learning

Updated Apr 21, 2026
Python

salesforce / OmniXAI

OmniXAI: A Library for eXplainable AI

machine-learning explanation explainable-ai explainable-ml interpretable-machine-learning

Updated Jun 2, 2026
Jupyter Notebook

xplique

deel-ai / xplique

👋 Xplique is a Neural Networks Explainability Toolbox

interpretability explainable-ai explainable-ml xai

Updated Aug 28, 2026
Python

ScalaConsultants / Aspect-Based-Sentiment-Analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

machine-learning deep-learning sentiment-analysis tensorflow transformers interpretability aspect-based-sentiment-analysis explainable-ai explainable-ml distill bert-embeddings transformer-models

Updated May 24, 2026
Python

mdipietro09 / DataScience_ArtificialIntelligence_Utils

Examples of Data Science projects and Artificial Intelligence use-cases

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning time-series examples regression data-visualization artificial-intelligence classification explainable-ai explainable-ml

Updated Jul 25, 2023
Jupyter Notebook

h2oai / mli-resources

H2O.ai Machine Learning Interpretability Resources

Updated Dec 12, 2020
Jupyter Notebook

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