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Top 4 model-validation open source projects

Overcoming limitation of Rails model errors API

✭ 48

ruby shell rail redesign model-validation validation-errors

Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.

✭ 1,595

python data-science machine-learning deep-learning data-validation pandas-dataframe jupyter-notebook ml pytorch html-report model-validation mlops model-monitoring data-drift

auditor

Model verification, validation, and error analysis

✭ 56

r CSS machine-learning classification regression-models model-validation error-analysis residuals explainable-artificial-intelligence xai

mtss-gan

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

✭ 77

finance time-series simulation generative-adversarial-network stress-test similarity-measures multivariate-data model-validation synthetic-data multivariate-timeseries synthetic-dataset-generation adverserial

1-4 of 4 model-validation projects