6 results found Sort:

deepchecks
deepchecks deepchecks
267
3.8k
other
22
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and model...
ml mlops python pytorch data-drift html-report data-science deep-learning data-validation jupyter-notebook machine-learning model-monitoring model-validation pandas-dataframe
Created 2021-10-11
1,498 commits to main branch, last one about a month ago
bartoszlenar
Validot bartoszlenar
21
327
mit
13
Validot is a performance-first, compact library for advanced model validation. Using a simple declarative fluent interface, it efficiently handles classes, structs, nested members, collections, nullab...
validator fluent-api validation specification model-validation validation-library
Created 2020-03-11
482 commits to main branch, last one 2 months ago
Giskard-AI
awesome-ai-safety Giskard-AI
17
178
apache-2.0
3
📚 A curated list of papers & technical articles on AI Quality & Safety
ai ml llm mlops llmops awesome ai-safety ml-safety ai-quality ethical-ai ml-testing robustness ai-alignment awesome-list model-testing computer-vision machine-learning model-validation artificial-intelligence natural-language-processing
Created 2023-04-19
30 commits to main branch, last one 7 days ago
nci
scores nci
32
160
apache-2.0
8
scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.
dask pandas python xarray climate weather forecasting oceanography verification model-validation contingency-table forecast-evaluation forecast-verification
Created 2023-05-31
770 commits to develop branch, last one 6 days ago
Azure
oav Azure
55
99
mit
207
Tools for validating OpenAPI (Swagger) files.
azure openapi swagger spec-resolver live-validation model-validation openapi-validation request-validation traffic-validation response-validation semantic-validation
Created 2016-11-08
837 commits to develop branch, last one about a month ago
ModelOriented
auditor ModelOriented
13
58
unknown
19
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