model-validation

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 models from research to production.

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, nullables, plus any relation or combination of them. It also supports translations, custom logic extensions with tests, and DI containers.

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

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

Tools for validating OpenAPI (Swagger) files.

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

Model verification, validation, and error analysis

Overcoming limitation of Rails model errors API

Forecast Verification/Validation Tools in Python

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

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 Medicine)

Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (2023, BMJ)

🌻A modular DI, MVC, and Model binding/validation framework for NodeJS and TypeScript or ES6

Machine learning tools for the analysis of systems serology data

Server- and client-based model validation for ASP.NET Core 2.0 with rules written once in C#.

CogniBench is a software framework for benchmarking cognitive models

Labs for the SP21/22 Machine Learning class - Prof. Cesare Alippi, USI INF-BSc

An R package with useful functions to diagnose INLA models

Machine Learning Nano-degree Project : To assist a real estate agent and his/her client with finding the best selling price for their home

Demo project about Role Based Authorization in ASP.NET MVC.