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...

翻译 - 用于验证 ML 模型和数据的测试套件。 Deepchecks 是一个 Python 包，用于以最小的努力全面验证您的机器学习模型和数据。

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 3.73 k

8 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# 319

1 个月前

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

171

1 年前

Azure / oav

Tools for validating OpenAPI (Swagger) files.

OpenAPI Specification swagger model-validation Azure

TypeScript 98

9 天前

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 94

16 天前

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

4 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

drsteve / PyForecastTools

Forecast Verification/Validation Tools in Python

Python model-validation 统计

Python 34

2 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 33

1 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 29

6 个月前

survival-lumc / ValidationCompRisks

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

prediction model-validation

R 25

6 个月前

just-dandi / dandi

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

TypeScript di 依赖注入 Node.js mvc Express mvc-framework JavaScript server-framework PostgreSQL Amazon Web Services aws-lambda model-validation validation Firebase

TypeScript 10

2 年前

LoosC / systemsseRology

Machine learning tools for the analysis of systems serology data

feature-selection model-validation

R 8

4 年前

mhusseini / Dryv

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

asp-net-core asp-net-core-mvc model-validation validation

C# 7

2 个月前

aliciusschroeder / LeagueOfPredictions

#计算机科学#ML model predicting League of Legends match outcomes with 87.9% accuracy pre-game. Outperforms 50% ELO baseline utilizing historic match data and machine learning.

data-collection 数据科学英雄联盟机器学习 model-training model-validation predictive-analytics Python Riot Games

Python 4

5 个月前