GitHub topics: model-validation

Repositories

theriddleofenigma/laravel-model-validation

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

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adrische/write-ups

A place to collect write-ups, notes, and tutorials

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richardlaugesen/ruvpy

Reference implementation of the Relative Utility Value metric for forecast value assessment

Language: Python - Size: 33 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 1

nci/scores

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

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firmai/mtss-gan 📦

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

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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.

Language: Python - Size: 268 MB - Last synced at: 9 days ago - Pushed at: 13 days ago - Stars: 3,799 - Forks: 269

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.

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Azure/oav

Tools for validating OpenAPI (Swagger) files.

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chataize/perfect-email

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

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Nouran246/House-Pricing-Prediction Fork of Yahia-Elshobokshy/Task1-Machine-Learning

Housing Prices Prediction using Machine Learning Developed a regression model to predict housing prices using data preprocessing, feature engineering, and various regression algorithms. Tuned hyperparameters and evaluated performance with key metrics (RMSE, MAE, R²).

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Giskard-AI/awesome-ai-safety

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

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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.

Language: Python - Size: 68.4 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

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.

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s1dewalker/Credit-Risk-Modeling-in-Python

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Karabo20Tigedi/Housing_prices_model

A machine learning project that focuses on housing prices predictions using various models to find the final optimal model.

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s1dewalker/Model_Validation

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

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sushant1827/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

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drsteve/PyForecastTools

Forecast Verification/Validation Tools in Python

Language: Python - Size: 385 KB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 34 - Forks: 11

RoryQo/Predictive-Analysis-of-Drug-Usage

Predict hard drug use with supervised learning models including random forests, and naive bayes model; using accuracy and precision rates to assess the usefulness and validity of the models.

Language: R - Size: 216 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

inbo/inlatools

An R package with useful functions to diagnose INLA models

Language: R - Size: 7.65 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 4 - Forks: 2

fmelinscak/cognibench

CogniBench is a software framework for benchmarking cognitive models

Language: Python - Size: 798 KB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 1

danielegiardiello/ValLogRegMod

Development and validation of a risk prediction model with binary outcome using logistic regression - Code repository for the manuscript 'Assessing the performance of prediction models: a framework for some traditional and novel measures' by Steyerberg et al. (2010)

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survival-lumc/ValidationCompRisks

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

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kayannr/exports_TSA

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ashemsu/statistical-programming-R

This repo includes the beginning of my more advance project work during my undergraduate program at UPenn, wherein we to applied statistical concepts into our analysis in R.

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Adolphus8/Approximate_Bayesian_Computation

Repository on Approximate Bayesian Computation and the different distance metrics which can be implemented.

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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.

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NiharJani2002/kaggle-Intermediate-Machine-Learning

Intermediate Machine Learning Course By Kaggle

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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.

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Hadley-Dixon/DiabetesRegression

A MLR algorithm that analyzes diabetes data in African Americans to find factors predicting diagnosis

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vathymut/dsos Fork of rbc-research/dsos

Dataset shift with outlier scores

Language: R - Size: 1.45 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

carlacosmo/DiabetesSimpleDiagnosis

Validation of a Machine Learning model that prevents the diagnosis of diabetes in patients according to the Diabetes Simple Diagnosis dataset available on Kaggle.

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triepels/CrossValidation.jl

Cross-validation in Julia

Language: Julia - Size: 201 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

ujvarafetoshi/binary-regression-job-satisfaction-spain

Data Science Project - How do economic fluctuations influence job satisfaction among employees in Spain?

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navs-svan/VISSIM-Pedestrian-Calibration

Calibration of the significant Social Force Parameters in Vissim

Language: Python - Size: 38.1 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

AKheli/EPredictor

This project predicts community evolution in social networks

Language: Java - Size: 103 MB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 1

ModelOriented/auditor

Model verification, validation, and error analysis

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hlz-922/banknote-counterfeit-classification

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aleniart/multiple_linear_regression_customers

Multiple linear regression model based on eCommerce customers data in Python language.

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udaisharma99/Non-Linear-Harmonic-Oscillator

This project investigated the behavior of a nonlinear harmonic oscillator solver and explained the observed loss of accuracy under certain conditions. It extended a linear harmonic oscillator solver to a nonlinear counterpart using the model 'Method of Manufactured Solutions'.

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thesparrow/ecard

Core 2.0 start-up microsite: learning architecture and layout to create a site that sends greetings

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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)

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4nuG/predicting-house-prices

We thoroughly analyze real estate prices, exploring the main factors using advanced statistics and modeling techniques.

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gabboraron/Intro_to_Machine_Learning-Kaggle

kaggle course about machine learning basics

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joeanton719/My-Data-Science-Projects

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jorgesandoval/iotthreat-classification-ensemble

Jupyter notebook for IoT threat detection using ensemble machine learning. Features data preprocessing, model training (Logistic Regression, Decision Trees, Neural Networks, etc.), and ensemble techniques for enhanced accuracy.

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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

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vaitybharati/Model-Validation-Methods

Model-Validation-Methods

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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.

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kahmingt/ASP.NET-Core-Web-API 📦

ASP.Net Core Web Api

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A82516/AEC

Aprendizagem e Extração de Conhecimento

Size: 1.23 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

just-dandi/dandi

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

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felipenufisnor/ML_model_validation

Machine Learning: Model Validation

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deepakrameshgowda/TELECOM_CHURN

Designing strategies to pull back potential churn customers of a telecom operator by building a model which can generalize well and can explain the variance in the behavior of different churn customer. Analysis being done on large dataset which has lot of scope for cleaning and choosing the right model for prediction.

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deepakrameshgowda/CREDIT-CARD-FRAUD-DETECTION

Building predictive models to detect and prevent the fraudulent transactions happening on cerdit cards and debit cards. Implementation of 2nd factor authentication for safe and secure transactions.

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morficus/vue-dullahan-validation

The Headless Validator

Language: JavaScript - Size: 209 KB - Last synced at: 21 days ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

Mattizza/DART-measure

A single measure to take into account both the accuracy and the variance of a model.

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Mattizza/PrunedCV

An alternative (smarter) way to perform Cross Validation

Language: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

blakeb211/article-sklearn-companions

Article about helpful scikit-learn companion libraries. Work in progress.

Language: Python - Size: 84 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

hectorLop/Wandb-MV

Model versioning using Weight&Biases with Python.

Language: Python - Size: 86.9 KB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

ascarrambad/ml-21-22

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

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freebpmnquality/fbpmnq-platform 📦

Quality Evaluation of BPMN Business Process Models

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LoosC/systemsseRology

Machine learning tools for the analysis of systems serology data

Language: R - Size: 292 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 2

ks1990cn/Demo_API_For_IMDB

This repo is to demo topics related to Dotnet Web API

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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.

Language: C# - Size: 1.83 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

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.

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MoinDalvs/Learn_Simple_Linear_Regression

Learn about Simple Linear Regression for Data Science

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ulysses-camara/ulysses-curiosity

Framework for probing tasks.

Language: Python - Size: 2.26 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

sebastienmeyer2/abalones-age-prediction

Prediction of the age of abalones in R.

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Shuyib/pimaDLkeras

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

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adrische/machine-learning-model-validation

Some notes on machine learning model validation.

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SherylPhilip/Course-4---Machine-Learning---Intro-and-Intermediate

This repository contains one of the pre-requisite notebooks for my internship as a Data Analyst at Technocolabs. It includes some of the micro-courses from kaggle.

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furkanisitan/call-manager-panel

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

Language: C# - Size: 63.5 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

lulalala/adequate_errors

Overcoming limitation of Rails model errors API

Language: Ruby - Size: 48.8 KB - Last synced at: 29 days ago - Pushed at: about 7 years ago - Stars: 48 - Forks: 1

subhayuroy/Melbourne_HousingAnalysis

Predicting the price of any 🏚house🏡 in Melbourne, Australia🌏by tracing through the decision tree🌳, always picking the path corresponding to that house's characteristics🏘. The predicted price💰 for the house is at the bottom of the tree. The point at the bottom where we make a prediction is called a leaf🍀

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