model-validation topic

List model-validation repositories

adequate_errors

48
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Overcoming limitation of Rails model errors API

Validot

287
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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...

giskard

3.3k
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215
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🐢 Open-Source Evaluation & Testing for LLMs and ML models

deepchecks

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247
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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...

mtss-gan

91
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MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

oav

84
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52
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Tools for validating OpenAPI (Swagger) files.

PyForecastTools

30
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11
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Forecast Verification/Validation Tools in Python

laravel-model-validation

32
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5
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Laravel model validation validates the data on model events. *Only for laravel applications.

awesome-ai-safety

140
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📚 A curated list of papers & technical articles on AI Quality & Safety