Awesome-explainable-AI
A collection of research materials on explainable AI/ML
Markdown1423mit
26 days ago
counterfactual-explanationsexplainable-aiexplanation-system
awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph
1946apache-2.0
3 years ago
awesome-listdeep-learningexplainable-ai
pg_flame
A flamegraph generator for Postgres EXPLAIN ANALYZE output.
Go1569apache-2.0
5 years ago
databaseflamegraphperformance
awesome-xai
Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
142other
4 years ago
awesomeawesome-listexplanations
explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machi
Jupyter Notebook418mit
3 months ago
aws-sagemakerbiasblackbox
pyss3
A Python package implementing a new interpretable machine learning model for tex
Python336mit
last year
artificial-intelligencedata-miningdocument-categorization
http2-explained
A detailed document explaining and documenting HTTP/2, the successor to the wide
CSS2269
7 months ago
bookdocumentationhttp2
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
JavaScript7895mit
last year
deep-learninginteractive-visualizationsmachine-learning
generative-modeling-explained
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling
50cc0-1.0
2 years ago
adversarial-learningbayesian-inferencediffusion-model
bouncer_problem
Code for the experiment proposed in Section 4.2 of the paper "The Bouncer Proble
Python4
4 years ago
aiexplainabilitysecurity
traceml
Engine for ML/Data tracking, visualization, explainability, drift detection, and
Python497apache-2.0
6 months ago
daskdata-explorationdata-profiling
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transf
Python10621mit
last month
class-activation-mapscomputer-visiondeep-learning
dsa.js-data-structures-algorithms-javascript
🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook
JavaScript7611mit
10 months ago
algorithmalgorithmsbook
xai
XAI - An eXplainability toolbox for machine learning
Python1124mit
3 years ago
aiartificial-intelligencebias
projen-test
An example project explaining how to create and publish CDK constructs using pro
TypeScript38apache-2.0
2 years ago
awsaws-cdkaws-cdk-construct
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyt
Jupyter Notebook23141mit
11 days ago
algorithmjupyterjupyter-notebook
machine-learning-octave
🤖 MatLab/Octave examples of popular machine learning algorithms with code examp
MATLAB853mit
4 years ago
clusteringlinear-regressionmachine-learning
shapash
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliabl
Jupyter Notebook2739apache-2.0
27 days ago
ethical-artificial-intelligenceexplainabilityexplainable-ml
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
Markdown1423mit
26 days ago
counterfactual-explanationsexplainable-aiexplanation-system
awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph
1946apache-2.0
3 years ago
awesome-listdeep-learningexplainable-ai
pg_flame
A flamegraph generator for Postgres EXPLAIN ANALYZE output.
Go1569apache-2.0
5 years ago
databaseflamegraphperformance
awesome-xai
Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
142other
4 years ago
awesomeawesome-listexplanations
explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machi
Jupyter Notebook418mit
3 months ago
aws-sagemakerbiasblackbox
pyss3
A Python package implementing a new interpretable machine learning model for tex
Python336mit
last year
artificial-intelligencedata-miningdocument-categorization
http2-explained
A detailed document explaining and documenting HTTP/2, the successor to the wide
CSS2269
7 months ago
bookdocumentationhttp2
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
JavaScript7895mit
last year
deep-learninginteractive-visualizationsmachine-learning
generative-modeling-explained
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling
50cc0-1.0
2 years ago
adversarial-learningbayesian-inferencediffusion-model
bouncer_problem
Code for the experiment proposed in Section 4.2 of the paper "The Bouncer Proble
Python4
4 years ago
aiexplainabilitysecurity
traceml
Engine for ML/Data tracking, visualization, explainability, drift detection, and
Python497apache-2.0
6 months ago
daskdata-explorationdata-profiling
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transf
Python10621mit
last month
class-activation-mapscomputer-visiondeep-learning
dsa.js-data-structures-algorithms-javascript
🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook
JavaScript7611mit
10 months ago
algorithmalgorithmsbook
xai
XAI - An eXplainability toolbox for machine learning
Python1124mit
3 years ago
aiartificial-intelligencebias
projen-test
An example project explaining how to create and publish CDK constructs using pro
TypeScript38apache-2.0
2 years ago
awsaws-cdkaws-cdk-construct
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyt
Jupyter Notebook23141mit
11 days ago
algorithmjupyterjupyter-notebook
machine-learning-octave
🤖 MatLab/Octave examples of popular machine learning algorithms with code examp
MATLAB853mit
4 years ago
clusteringlinear-regressionmachine-learning
shapash
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliabl
Jupyter Notebook2739apache-2.0
27 days ago
ethical-artificial-intelligenceexplainabilityexplainable-ml