model-validation

There are 4 repositories under model-validation topic.

deepchecks / deepchecks
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.
machine-learning ml model-validation data-validation mlops data-science python jupyter-notebook model-monitoring data-drift html-report deep-learning pytorch pandas-dataframe
Language:Python 3400
Validot
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, nullables, plus any relation or combination of them. It also supports translations, custom logic extensions with tests, and DI containers.
validation validation-library validator specification fluent-api model-validation
Language:C# 287
Giskard-AI / awesome-ai-safety
📚 A curated list of papers & technical articles on AI Quality & Safety
ai ai-alignment ai-quality ai-safety artificial-intelligence awesome awesome-list computer-vision ethical-ai llm llmops machine-learning ml ml-safety ml-testing mlops model-testing model-validation natural-language-processing robustness
140
firmai / mtss-gan
MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)
time-series synthetic-dataset-generation synthetic-data generative-adversarial-network multivariate-data multivariate-timeseries simulation finance adverserial stress-test model-validation similarity-measures
91
Azure / oav
Tools for validating OpenAPI (Swagger) files.
openapi swagger request-validation response-validation openapi-validation model-validation semantic-validation spec-resolver azure traffic-validation live-validation
Language:TypeScript 84
ModelOriented / auditor
Model verification, validation, and error analysis
regression-models machine-learning model-validation classification error-analysis residuals xai explainable-artificial-intelligence
Language:R 58
lulalala / adequate_errors
Overcoming limitation of Rails model errors API
model-validation rail redesign validation-errors
Language:Ruby 48
theriddleofenigma / laravel-model-validation
Laravel model validation validates the data on model events. *Only for laravel applications.
laravel php model eloquent eloquent-models validation model-validation laravel-framework laravel-application database
Language:PHP 32
drsteve / PyForecastTools
Forecast Verification/Validation Tools in Python
python forecast-verification contingency-table python-3 model-validation statistics
Language:Python 30
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 Medicine)
prediction survival-analysis model-validation cox-regression cox-models
Language:SAS 24
survival-lumc / ValidationCompRisks
Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (published in BMJ)
competing-risks prediction model-validation
Language:R 23
just-dandi / dandi
🌻A modular DI, MVC, and Model binding/validation framework for NodeJS and TypeScript or ES6
typescript di dependency-injection nodejs node mvc express expressjs mvc-framework javascript server-framework postgres aws aws-lambda model-validation validation firebase
Language:TypeScript 10
LoosC / systemsseRology
Machine learning tools for the analysis of systems serology data
feature-selection model-validation permutation-test partial-least-squares
Language:R 8
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
Language:C# 7
ascarrambad / ml-21-22
Labs for the SP21/22 Machine Learning class - Prof. Cesare Alippi, USI INF-BSc
classification deep-learning linear-models machine-learning model-validation non-linear-dynamics regression
Language:Jupyter Notebook 4
ks1990cn / Demo_API_For_IMDB
This repo is to demo topics related to Dotnet Web API
custom-middleware entity-framework-core exception-handling filter middleware model-validation sql validations mocking nunit-tests dependency-injection dotnet-core dotnetcore microservices ocelot ocelot-api-gateway ocelot-gateway gzip-compression rate-limiter
Language:C# 4
fmelinscak / cognibench
CogniBench is a software framework for benchmarking cognitive models
cognitive-modeling model-validation benchmarking cognitive-science
Language:Python 3
furkanisitan / call-manager-panel
Demo project about Role Based Authorization in ASP.NET MVC.
asp-net-mvc role-based-authorization entity-framework fluent-api postsharp aspect-oriented-programming fluentvalidation model-validation ninject dependency-injection bogus datatables-plugin
Language:C# 3
hectorLop / Wandb-MV
Model versioning using Weight&Biases with Python.
model model-versioning mlops model-validation model-deployment data-science machine-learning deep-learning experiment-tracking ml-platform
Language:Python 3
inbo / inlatools
An R package with useful functions to diagnose INLA models
r inla mixed-models model-checking model-validation bayesian-statistics gplv3
Language:R 3
morficus / vue-dullahan-validation
The Headless Validator
vue vuejs vuejs2 vue-mixin validation validate validator validations validation-library model-validation form-validation headless dullahan
Language:JavaScript 3
ulysses-camara / ulysses-curiosity
Framework for probing tasks.
deep-learning model-validation probing-tasks pytorch
Language:Python 3
vaitybharati / P36.-Supervised-ML---Decision-Tree---C5.0-Entropy-Iris-Flower-
Supervised-ML-Decision-Tree-C5.0-Entropy-Iris-Flower-Using Entropy Criteria - Classification Model. Import Libraries and data set, EDA, Apply Label Encoding, Model Building - Building/Training Decision Tree Classifier (C5.0) using Entropy Criteria. Validation and Testing Decision Tree Classifier (C5.0) Model
python numpy matplotlib sklearn decision-trees decision-tree-classifier entropy sklearn-tree sklearn-dataset label-encoder classification-report train-test-split model-building model-validation model-testing
Language:Jupyter Notebook 3
agero-core / validator
Model validation library for .NET applications
validation model-validation
Language:C# 2
joeanton719 / My-Data-Science-Projects
classification machine-learning feature-engineering feature-selection hyperparameter-tuning model-validation regression model-deployment eda data-visualization datascience
Language:Jupyter Notebook 2
Predicting-Boston-Housing-Prices
sushantdhumak / Predicting-Boston-Housing-Prices
Machine Learning Nano-degree Project : To assist a real estate agent and his/her client with finding the best selling price for their home
python scikitlearn-machine-learning decision-tree-regression model-complexity model-selection model-validation matplotlib-pyplot regression-models boston-housing-price-prediction boston-housing-prices boston-housing-dataset gridsearchcv cross-validation learning-curve complexity-curve complexity-analysis machine-learning housing-prices boston scikit-learn
Language:Jupyter Notebook 2
vathymut / dsos
Dataset shift with outlier scores
r model-validation machine-learning data-validation statistical-tests mlops performance-monitoring dataset-shifts drift-detection statistical-process-control data-drift model-monitoring
Language:R 2
A82516 / AEC
Aprendizagem e Extração de Conhecimento
data-analysis data-science model-optimization model-validation predictive-modeling
1
chataize / perfect-email
An easy-to-use, high-performance email validator for C# .NET 8.0 with custom attribute and disposable domain detection.
asp-net-core attribute csharp dotnet dotnet-core email email-address email-validation email-validator library model-validation validation validator chataize nuget checker email-checker disposable-email detection disposable-mailbox
Language:C# 1
freebpmnquality / fbpmnq-platform
Quality Evaluation of BPMN Business Process Models
bpmn business-process model-validation quality-assurance
Language:JavaScript 1
hlz-922 / banknote-counterfeit-classification
decision-tree-classifier k-fold-cross-validation model-validation supervised-learning
Language:Jupyter Notebook 1
kahmingt / ASP.NET-Core-Web-API
ASP.Net Core Web Api
aspnet-core-identity aspnet-core-webapi crud-api dependency-injection docker dynamic-linq model-validation repository-pattern
Language:C# 1
MoinDalvs / Learn_Simple_Linear_Regression
Learn about Simple Linear Regression for Data Science
simple-linear-regression prediction-model data-transformation data-science sklearn statsmodels ols-regression model-validation log-transformation box-cox-transformation correlation
Language:Jupyter Notebook 1
nandhakeshore / Data-Mining-Clustering-Classification-Models
Customer segmentation by Clustering techniques and Predicting the Insurance claim status by using Classification ML models
business-report clustering exploratory-data-analysis exploratory-data-visualizations insurance-claim-prediction machine-learning model-validation bank-customer-segmentation unsupervised-machine-learning
Language:Jupyter Notebook 1
SameerTirumala / Random-Forest-and-XGBoost-Regressor-Project
This project aims to explore concepts that I have only read about so far, like principal component analysis. Most of these tools come from the sklearn library, so I have the benefit of exploring this useful library. We will be using the data set from the Kaggle housing competition to build a regressor model that predicts the sale price of houses.
dimensionality-reduction feature-engineering model-validation parameter-tuning sklearn-library
Language:Python 1
shubham199408 / Churn-prediction-using-logistic-regression-in-Python
Build a logistics regression learning model on the given dataset to determine whether the customer will churn or not.
eda feature-engineering model-building model-validation confusion-matrix roc-auc-curve feature-selection smote imbalanced-data
Language:Jupyter Notebook 1

model-validation

deepchecks / deepchecks

bartoszlenar / Validot

Giskard-AI / awesome-ai-safety

firmai / mtss-gan

Azure / oav

ModelOriented / auditor

lulalala / adequate_errors

theriddleofenigma / laravel-model-validation

drsteve / PyForecastTools

danielegiardiello / Prediction_performance_survival

survival-lumc / ValidationCompRisks

just-dandi / dandi

LoosC / systemsseRology

mhusseini / Dryv

ascarrambad / ml-21-22

ks1990cn / Demo_API_For_IMDB

fmelinscak / cognibench

furkanisitan / call-manager-panel

hectorLop / Wandb-MV

inbo / inlatools

morficus / vue-dullahan-validation

ulysses-camara / ulysses-curiosity

vaitybharati / P36.-Supervised-ML---Decision-Tree---C5.0-Entropy-Iris-Flower-

agero-core / validator

joeanton719 / My-Data-Science-Projects

sushantdhumak / Predicting-Boston-Housing-Prices

vathymut / dsos

A82516 / AEC

chataize / perfect-email

freebpmnquality / fbpmnq-platform

hlz-922 / banknote-counterfeit-classification

kahmingt / ASP.NET-Core-Web-API

MoinDalvs / Learn_Simple_Linear_Regression

nandhakeshore / Data-Mining-Clustering-Classification-Models

SameerTirumala / Random-Forest-and-XGBoost-Regressor-Project

shubham199408 / Churn-prediction-using-logistic-regression-in-Python