shap
A game theoretic approach to explain the output of any machine learning model.
Jupyter Notebook19711mit
10 months ago
deep-learningexplainabilitygradient-boosting
http2-explained
A detailed document explaining and documenting HTTP/2, the successor to the wide
CSS2251
last month
bookdocumentationhttp2
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
JavaScript7476mit
7 months ago
deep-learninginteractive-visualizationsmachine-learning
explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machi
Jupyter Notebook392mit
2 months ago
aws-sagemakerbiasblackbox
shap
A game theoretic approach to explain the output of any machine learning model.
Jupyter Notebook20680mit
5 months ago
deep-learningexplainabilitygradient-boosting
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
1190mit
4 months ago
counterfactual-explanationsexplainable-aiexplanation-system
traceml
Engine for ML/Data tracking, visualization, explainability, drift detection, and
Python489apache-2.0
4 months ago
daskdata-explorationdata-profiling
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transf
Python9536mit
15 days ago
class-activation-mapscomputer-visiondeep-learning
alibi
Algorithms for explaining machine learning models
Python2217apache-2.0
5 months ago
counterfactualexplanationsinterpretability
pyss3
A Python package implementing a new interpretable machine learning model for tex
Python328mit
9 months ago
artificial-intelligencedata-miningdocument-categorization
AIX360
Interpretability and explainability of data and machine learning models
Python1447apache-2.0
8 months ago
artificial-intelligencecodaitdeep-learning
dsa.js-data-structures-algorithms-javascript
🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook
JavaScript7478mit
3 months ago
algorithmalgorithmsbook
lime
Lime: Explaining the predictions of any machine learning classifier
JavaScript11019bsd-2-clause
7 months ago
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyt
Jupyter Notebook22171mit
10 months ago
algorithmjupyterjupyter-notebook
shapash
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliabl
Jupyter Notebook2533apache-2.0
5 months ago
ethical-artificial-intelligenceexplainabilityexplainable-ml
kanvas-ios
Description Welcome home.Tumblr: home to your new favorite artist. Come for t
Swift290mpl-2.0
6 months ago
cameramedia-editing
pg_flame
A flamegraph generator for Postgres EXPLAIN ANALYZE output.
Go1554apache-2.0
4 years ago
databaseflamegraphperformance
awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph
1929apache-2.0
2 years ago
awesome-listdeep-learningexplainable-ai
generative-modeling-explained
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling
43cc0-1.0
last year
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
eli5
A library for debugging/inspecting machine learning classifiers and explaining t
Jupyter Notebook2699mit
2 years ago
crfsuitedata-scienceexplanation
awesome-xai
Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
117other
3 years ago
awesomeawesome-listexplanations
xai
XAI - An eXplainability toolbox for machine learning
Python986mit
3 years ago
aiartificial-intelligencebias
Mu
It's a Swift playground explaining how to create a tiny programming language nam
Swift1048
4 years ago
projen-test
An example project explaining how to create and publish CDK constructs using pro
TypeScript36apache-2.0
last year
awsaws-cdkaws-cdk-construct
machine-learning-octave
🤖 MatLab/Octave examples of popular machine learning algorithms with code examp
MATLAB817mit
4 years ago
clusteringlinear-regressionmachine-learning
party_flutter
Description Get party with your real friends and guess all the crazy phrases.
Dart199apache-2.0
5 years ago
dartdartlangflutter