9 results found Sort:

microsoft
responsible-ai-toolbox microsoft
368
1.4k
mit
32
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 libr...
ml ui widget jupyter widgets fairness fairness-ai fairness-ml data-science data-analysis visualization error-analysis explainability explainable-ai explainable-ml responsible-ai machinelearning interpretability machine-learning data-visualization
Created 2020-07-06
1,970 commits to main branch, last one 3 months ago
baggepinnen
MonteCarloMeasurements.jl baggepinnen
17
268
mit
7
Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.
monte-carlo gpu-computing numeric-types uncertainties error-analysis particle-filter gpu-acceleration error-propagation physical-quantities robust-optimization monte-carlo-sampling uncertainty-sampling monte-carlo-simulation uncertainty-propagation probability-distributions
Created 2019-04-09
525 commits to master branch, last one 19 days ago
GlacioHack
xdem GlacioHack
41
149
apache-2.0
8
Analysis of digital elevation models (DEMs)
dem gis python variogram geostatistics coregistration error-analysis terrain-analysis surface-elevation-data digital-elevation-model uncertainty-quantification
Created 2020-11-11
651 commits to main branch, last one 6 days ago
LetianHuang
op43dgs LetianHuang
9
136
other
8
[ECCV'24] On the Error Analysis of 3D Gaussian Splatting and an Optimal Projection Strategy
3dgs nerf camera projection error-analysis novel-view-synthesis
Created 2024-07-04
48 commits to main branch, last one 11 days ago
ServiceNow
azimuth ServiceNow
5
66
apache-2.0
5
Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.
nlp xai saliency-map data-analysis error-analysis explainability explainable-ai machine-learning similarity-analysis text-classification uncertainty-quantification
Created 2022-03-04
648 commits to main branch, last one about a month ago
ModelOriented
auditor ModelOriented
14
58
unknown
20
Model verification, validation, and error analysis
xai residuals classification error-analysis machine-learning model-validation regression-models explainable-artificial-intelligence
Created 2017-11-10
534 commits to master branch, last one about a year ago
ahmed-mohamed-sn
olliePy ahmed-mohamed-sn
3
51
mit
4
OlliePy is a python package which can help data scientists in exploring their data and evaluating and analysing their machine learning experiments by utilising the power and structure of modern web ap...
ai eda data charts python analytics dashboard data-science visualization data-analytics data-scientist error-analysis machine-learning exploratory-data-analysis
Created 2020-08-10
156 commits to master branch, last one 3 years ago
rhugonnet
ww_tvol_study rhugonnet
16
45
mit
5
Process global-scale satellite and airborne elevation data into time series of glacier mass change: Hugonnet et al. (2021).
dems glacier glaciology mass-change time-series volume-change error-analysis remote-sensing sea-level-rise elevation-change spatiotemporal-analysis uncertainty-quantification
Created 2020-10-10
67 commits to main branch, last one about a year ago
microsoft
responsible-ai-workshop microsoft
9
32
cc-by-4.0
4
Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice
ml widgets fairness principles fairness-ai fairness-ml error-analysis explainability explainable-ai explainable-ml mlops-workshop responsible-ai jupyter-notebook machine-learning
Created 2022-03-12
51 commits to main branch, last one about a month ago