https://github.com/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.

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

Last synced: 22 Apr 2025

https://github.com/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

Last synced: 13 Nov 2024

https://github.com/azure/oav

Tools for validating OpenAPI (Swagger) files.

azure live-validation model-validation openapi openapi-validation request-validation response-validation semantic-validation spec-resolver swagger traffic-validation

Last synced: 07 Apr 2025

https://github.com/firmai/mtss-gan

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

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

Last synced: 12 Nov 2024

https://github.com/nci/scores

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

climate contingency-table dask forecast-evaluation forecast-verification forecasting model-validation oceanography pandas python verification weather xarray

Last synced: 27 Nov 2024

https://github.com/ModelOriented/auditor

Model verification, validation, and error analysis

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

Last synced: 13 Nov 2024

https://github.com/lulalala/adequate_errors

Overcoming limitation of Rails model errors API

model-validation rail redesign validation-errors

Last synced: 10 Apr 2025

https://github.com/drsteve/pyforecasttools

Forecast Verification/Validation Tools in Python

contingency-table forecast-verification model-validation python python-3 statistics

Last synced: 25 Mar 2025

https://github.com/theriddleofenigma/laravel-model-validation

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

database eloquent eloquent-models laravel laravel-application laravel-framework model model-validation php validation

Last synced: 12 Feb 2025

https://github.com/just-dandi/dandi

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

aws aws-lambda dependency-injection di express expressjs firebase javascript model-validation mvc mvc-framework node nodejs postgres server-framework typescript validation

Last synced: 12 Nov 2024

https://github.com/giskard-ai/giskard-doc

Giskard public documentation on GitBook 📗

artificial-intelligence documentation machine-learning machine-learning-testing ml ml-testing ml-validation model-evaluation model-validation quality-assurance testing

Last synced: 02 Mar 2025

https://github.com/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

Last synced: 09 Jan 2025

https://github.com/inbo/inlatools

An R package with useful functions to diagnose INLA models

bayesian-statistics gplv3 inla mixed-models model-checking model-validation r

Last synced: 12 Nov 2024

https://github.com/morficus/vue-dullahan-validation

The Headless Validator

dullahan form-validation headless model-validation validate validation validation-library validations validator vue vue-mixin vuejs vuejs2

Last synced: 07 Apr 2025

https://github.com/chataize/perfect-email

Easy-to-use, high-performance email validator for C# .NET 8.0 with custom attribute and disposable domain detection.

asp-net-core attribute chataize checker csharp detection disposable-email disposable-mailbox dotnet dotnet-core email email-address email-checker email-validation email-validator library model-validation nuget validation validator

Last synced: 05 Apr 2025

https://github.com/aliciusschroeder/leagueofpredictions

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 data-science elo-rating-system game-prediction game-strategy league-of-legends machine-learning model-training model-validation predictive-analytics python riot-games riot-games-api

Last synced: 12 Nov 2024

https://github.com/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

boston boston-housing-dataset boston-housing-price-prediction boston-housing-prices complexity-analysis complexity-curve cross-validation decision-tree-regression gridsearchcv housing-prices learning-curve machine-learning matplotlib-pyplot model-complexity model-selection model-validation python regression-models scikit-learn scikitlearn-machine-learning

Last synced: 30 Jan 2025

https://github.com/fawzymokhtar/dotnetvalidator

DotNet Validator is a .NET library that contains a set of utility methods which could be used to validate or sanitize .NET data-models.

csharp data-model dotnet dotnet-standard2 model-sanitization model-validation sanitization sanitizer validation

Last synced: 19 Mar 2025

https://github.com/moindalvs/learn_simple_linear_regression

Learn about Simple Linear Regression for Data Science

box-cox-transformation correlation data-science data-transformation log-transformation model-validation ols-regression prediction-model simple-linear-regression sklearn statsmodels

Last synced: 11 Mar 2025

https://github.com/fawzymokhtar/dotnetvalidator-docs-code

The documentation source-code for the DotNet Validator Library.

csharp data-model dotnet dotnetstandart20 model-sanitization model-validation sanitization sanitizer validation

Last synced: 31 Mar 2025

https://github.com/kayannr/exports_tsa

arima-model forecasting model-validation r rstudio time-series-analysis

Last synced: 16 Mar 2025

https://github.com/shuyib/pimadlkeras

Using keras specify-compile-fit- predict workflow on this binary classification problem to investigate if i'll get better predictions.

diabetes hidden-layers keras-neural-networks matplotlib-figures model-validation numpy pima-indians-dataset prediction predictive-modeling python-3-5 seaborn

Last synced: 12 Mar 2025

https://github.com/ehsan-behzadi/a-machine-learning-approach-using-the-pima-indians-diabetes-dataset

This repository features a machine learning project utilizing the Pima Indians Diabetes Dataset to predict diabetes risk. It explores data preprocessing, model training, and evaluation using techniques such as Naive Bayes and K-Nearest Neighbors (KNN) . The aim is to highlight the impact of various health factors on diabetes prediction.

data-imbalance data-imputation data-preprocessing diabetes-prediction feature-selection k-nearest-neighbours leave-one-out-cross-validation machine-learning model-validation naive-bayes-classifier outlier-detection pima-indians-diabetes predictive-modeling recursive-feature-elimination standardization

Last synced: 24 Mar 2025

https://github.com/sandeep-daffodilsw/laravel-model-validator

Easily define and manage validation rules directly within your Eloquent models, streamlining your code by avoiding clutter in controllers and eliminating the need for separate form request classes.

database eloquent eloquent-models laravel laravel-framework laravel-model-validator model model-validation php sandaffo sandaffo-laravel-model-validator sandeep-daffodil sandeep-daffodilsw validation

Last synced: 26 Mar 2025

https://github.com/tintin1886/custom-class-validator

Repository created to demonstrate how to create validations using decorators in NestJS. Decorators-based validations, allowing you to implement all the validations in your preferred way and in the most performance-efficient manner possible. All this, without using any external libraries.

class-validator deep-learning fluent-api gpu-support model-validation mongoose multiform-validator nestjs nodejs specification spring-mvc validation validator winston-logger

Last synced: 09 Apr 2025

https://github.com/juzershakir/predicting_boston_housing_prices

Builded a model to predict the value of a given house in the Boston real estate market using various statistical analysis tools. Identified the best price that a client can sell their house utilizing machine learning.

bias-variance boston-housing-price-prediction data-exploration decision-tree-regression gridsearchcv k-fold machine-learning matplotlib mlfnd model-evaluation model-validation numpy pandas python3 r2-score sklearn supervised-learning udacity-nanodegree

Last synced: 07 Feb 2025

https://github.com/mainageorge/node-express-api

This is an app to test building an api with nodejs and express framework The app uses mongodb for storing data. You need to set up the connection string to mongodb to use it. The app is a RESTful API CRUD operations on a model product with validations using Joi library and custom validation middlewares.

cors express expressjs joi joi-validator-schema jwt-authentication jwt-bearer-tokens model-validation mongodb mongoose nodejs nodemon promises-async-await rest-api restful-api

Last synced: 02 Apr 2025

https://github.com/s1dewalker/credit-risk-modeling-in-python

Credit risk modeling | EDA | Python | SQL | Model Validation and Tuning | Classifier

classifier credit-card credit-risk credit-risk-analysis exploratory-data-analysis model-validation predictive-modeling python risk risk-modelling sql tuning

Last synced: 30 Mar 2025

https://github.com/s1dewalker/model_validation

Model Management in Python. Steps involved in Model Validation and tuning. Testing Model Assumptions in Factor Analysis with OLS Regression.

assumptions bias-variance cross-validation hyperparameter-tuning linear-regression-models model-validation ols-regression python regression regression-models tuning

Last synced: 30 Mar 2025

https://github.com/wlodpawlowski/machine-learning-basic-datasets

Repository which consists different code snippets and projects for my personal lessons recorded at the University of San Francisco in during learning of the Machine Learning.

building-data-products data-preparation data-products gradient-descent logistic-regression machine-learning machine-learning-a-to-z machine-learning-algorithms machine-learning-library machine-learning-mathematics machine-learning-mo machine-learning-model machine-learning-models machine-learning-practice ml model-validation nlp-machine-learning random-forest regularization rf

Last synced: 17 Mar 2025

https://github.com/gabboraron/intro_to_machine_learning-kaggle

kaggle course about machine learning basics

kaggle kaggle-courses machine-learning model-validation random-forest underfitting-overfitting

Last synced: 06 Apr 2025