model-validation · GitHub Topics

#计算机科学#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...

机器学习 model-validation data-validation mlops 数据科学 Python Jupyter Notebook model-monitoring data-drift html-report 深度学习 PyTorch pandas-dataframe

Python 3.82 k

15 天前

bartoszlenar / Validot

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...

validation validation-library validator specification fluent-api model-validation

C# 336

21 天前

Giskard-AI / awesome-ai-safety

#自然语言处理#📚 A curated list of papers & technical articles on AI Quality & Safety

人工智能 ai-alignment ai-safety 大语言模型 llmops 机器学习 mlops 自然语言处理 ml-testing model-validation 机器视觉 Awesome Lists ml-safety robustness

183

2 个月前

nci / scores

scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.

dask forecasting model-validation pandas Python xarray climate weather verification

Jupyter Notebook 167

12 天前

Azure / oav

Tools for validating OpenAPI (Swagger) files.

OpenAPI Specification swagger model-validation Azure

TypeScript 101

1 个月前

firmai / mtss-gan

#时序数据库#MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)

time-series synthetic-dataset-generation synthetic-data Generative Adversarial Network Simulation finance stress-test model-validation similarity-measures

5 年前

ModelOriented / auditor

#计算机科学#Model verification, validation, and error analysis

regression-models 机器学习 model-validation classification xai

R 58

1 年前

lulalala / adequate_errors

Overcoming limitation of Rails model errors API

redesign model-validation

Ruby 48

7 年前

theriddleofenigma / laravel-model-validation

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

Laravel PHP model Eloquent ORM eloquent-models validation model-validation laravel-application 数据库

PHP 34

8 天前

drsteve / PyForecastTools

Forecast Verification/Validation Tools in Python

Python model-validation 统计

Python 34

2 年前

danielegiardiello / Prediction_performance_survival

Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox proportional hazards models' (published in Annals of Internal Medicin...

prediction model-validation

SAS 28

9 个月前