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集合主题趋势排行榜
#

transparency

Website
Wikipedia
https://static.github-zh.com/github_avatars/MAIF?size=40
MAIF / shapash

#计算机科学#🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

Python机器学习explainabilityexplainable-mltransparencyethical-artificial-intelligenceshaplimeinterpretability
Jupyter Notebook 2.94 k
1 个月前
https://static.github-zh.com/github_avatars/jphall663?size=40
jphall663 / interpretable_machine_learning_with_python

#计算机科学#Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

机器学习Pythonxaigradient-boosting-machinedecision-tree数据科学fairnessinterpretable-machine-learninginterpretabilitymachine-learning-interpretabilityimltransparencydata-mininginterpretable-mlinterpretable-ailimeh2o
Jupyter Notebook 681
1 年前
https://static.github-zh.com/github_avatars/h2oai?size=40
h2oai / mli-resources

#计算机科学#H2O.ai Machine Learning Interpretability Resources

机器学习Pythonjupyter-notebooksinterpretability数据科学data-miningh2oxaitransparencyfairnessxgboostmachine-learning-interpretabilityimlinterpretable-machine-learninginterpretable-mlinterpretable-aiexplainable-ml
Jupyter Notebook 489
5 年前
https://static.github-zh.com/github_avatars/whotracksme?size=40
whotracksme / whotracks.me

Data from the largest and longest measurement of online tracking.

trackingtrackerstransparency隐私privacy-tools
Jupyter Notebook 454
20 天前
https://static.github-zh.com/github_avatars/explainX?size=40
explainX / explainx

#计算机科学#Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms...

explainable-ai机器学习interpretabilityblackboxxaiinterpretable-aitransparencybiasinterpretable-machine-learningaws-sagemakerexplainabilityexplainable-mlmachine-learning-interpretabilityscikit-learn
Jupyter Notebook 439
1 年前
https://static.github-zh.com/github_avatars/dadosgovbr?size=40
dadosgovbr / catalogos-dados-brasil

Mapeamento de iniciativas (e catálogos) de dados abertos governamentais no Brasil.

transparencyOpen Databrazilbrasil
Jupyter Notebook 262
4 年前
https://static.github-zh.com/github_avatars/cosmicBboy?size=40
cosmicBboy / themis-ml

A library that implements fairness-aware machine learning algorithms

机器学习fairnesstransparencyethics
Jupyter Notebook 126
5 年前
https://static.github-zh.com/github_avatars/AmanDaVinci?size=40
AmanDaVinci / SENN

#计算机科学#Self-Explaining Neural Networks

neural-networks深度学习PyTorchtransparencyblackboxreproducible-researchmnistinterpretability
Jupyter Notebook 42
6 年前
https://static.github-zh.com/github_avatars/jphall663?size=40
jphall663 / diabetes_use_case

#计算机科学#Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/

Pythonxgboosthealthcareinterpretabilityxaiimltransparency机器学习数据科学data-miningmachine-learning-interpretabilityinterpretable-mlinterpretable-machine-learningexplainable-ml
Jupyter Notebook 27
1 年前
https://static.github-zh.com/github_avatars/navdeep-G?size=40
navdeep-G / interpretable-ml

#计算机科学#Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

机器学习machine-learning-interpretabilityinterpretable-machine-learningPythonxaigradient-boosting-machinedecision-trees数据科学fairnessinterpretabilityimltransparencydata-mininginterpretable-mlinterpretable-ailime
Jupyter Notebook 21
3 年前
https://static.github-zh.com/github_avatars/RiccardoSpolaor?size=40
RiccardoSpolaor / Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-Forecasting

#自然语言处理#An eXplainable AI system to elucidate short-term speed forecasts in traffic networks obtained by Spatio-Temporal Graph Neural Networks.

explainable-aifeature-importancegraph-neural-networksmonte-carlo-tree-searchnatural-language-generation自然语言处理transparencyxai
Jupyter Notebook 20
1 年前
https://static.github-zh.com/github_avatars/akifcinar?size=40
akifcinar / Machine_Learning_Interpretability

#计算机科学#Overview of machine learning interpretation techniques and their implementations

机器学习machine-learning-interpretability数据科学model-interpretationinterpretable-machine-learningxaiinterpretable-mlinterpretable-aitransparencyPythoninterpretability
Jupyter Notebook 5
5 年前
https://static.github-zh.com/github_avatars/Nordic-Machine-Intelligence?size=40
Nordic-Machine-Intelligence / MedAI-Transparency-in-Medical-Image-Segmentation

#计算机科学#The official repository for MedAI 2021 - a machine learning challenge organized by NORA and NMI

challengemedical-image-segmentation机器学习transparency
Jupyter Notebook 3
4 年前
https://static.github-zh.com/github_avatars/opensupplyhub?size=40
opensupplyhub / api

Documentation and tools for the API of opensupplyhub.org

sustainabilitysustainable-consumptionsustainable-development-goalstransparency
Jupyter Notebook 3
2 年前
https://static.github-zh.com/github_avatars/apparebit?size=40
apparebit / diaphanous

Exploring the limits of social media transparency data

csamsocial-mediatransparency
Jupyter Notebook 3
6 天前
https://static.github-zh.com/github_avatars/apparebit?size=40
apparebit / diaphanous

Exploring the limits of social media transparency data

csamsocial-mediatransparency
Jupyter Notebook 3
6 天前
https://static.github-zh.com/github_avatars/Ledgerback?size=40
Ledgerback / DGSF

An open and participatory framework to re-define how organizations assess their alignment with Decentralized Autonomous Organizations (DAOs).

assessmentsgovernanceresearchtransparencyweb3designdesign-principlesorganizationsprinciples
Jupyter Notebook 2
9 个月前