GitHub topics: elastic-net

Repositories

glm-tools/pyglmnet

Python implementation of elastic-net regularized generalized linear models

Language: Python - Size: 7.31 MB - Last synced at: about 23 hours ago - Pushed at: almost 2 years ago - Stars: 283 - Forks: 84

MariePittet/ElasticNet_Boruta_Combo

Predictions of clinical variables with sensible feature selection. Includes: Elastic net, BORUTA, hierarchical regression

Language: R - Size: 29.3 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 2 - Forks: 1

Scorzion/Stock-Regression-Modeling

A quantitative analysis of stock market predictions using linear regression techniques (OLS, Lasso, Ridge, Elastic Net) with error metric evaluation (RSE, MSE, RMSE).

Size: 1.95 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

JuliaAI/MLJLinearModels.jl

Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)

Language: Julia - Size: 590 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 82 - Forks: 13

mmckechney/SqlBuildManager

SQL Build Manager is an all-in-one database management tool to easily update your fleet SQL Server databases - from one to tens of thousands.

Language: C# - Size: 120 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 8 - Forks: 0

ostad-ai/Machine-Learning

This repository contains topics and codes related to Machine Learning and Data Science, especially in Python

Language: Jupyter Notebook - Size: 2.17 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

Quantco/glum

High performance Python GLMs with all the features!

Language: Python - Size: 30 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 334 - Forks: 28

h2oai/h2o4gpu

H2Oai GPU Edition

Language: C++ - Size: 26.6 MB - Last synced at: 18 days ago - Pushed at: 8 months ago - Stars: 467 - Forks: 94

NMBU-Data-Science/RENT

Feature selection method based on repeated elastic net.

Language: Python - Size: 25 MB - Last synced at: 1 day ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 6

englianhu/binary.com-interview-question

次元期权应征面试题范例。 #易经 #道家 #十二生肖 #姓氏堂号子嗣贞节牌坊 #天文历法 #张灯结彩 #农历 #夜观星象 #廿四节气 #算卜 #紫微斗数 #十二时辰 #生辰八字 #命运 #风水《始祖赢政之子赢家黄氏江夏堂联富•秦谏——大秦赋》万般皆下品，唯有读书高。🚩🇨🇳🏹🦔中科红旗，歼灭所有世袭制可兰经法家回教徒巫贼巫婆、洋番、峇峇娘惹。https://gitee.com/englianhu

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ludgergoeminne/organAging

This repository accompanies our Cell Metabolism manuscript "Plasma protein-based organ-specific aging and mortality models unveil diseases as accelerated aging of organismal systems"

Language: R - Size: 27.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 8 - Forks: 3

SravB/Computer-Vision-Weightlifting-Coach

Analyzes weightlifting videos for correct posture using pose estimation with OpenCV

Language: Jupyter Notebook - Size: 24 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 43 - Forks: 8

Rizasaurus/Car-price-prediction-exercise-with-regression-model

Car price forecasting with one-variable, two-variable, three-variable, lasso, ridge, and elastic regression models

Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

corneliushennch/prethod_data_wrangling

PreTHOD: Prediction of THerapy Outcome in Depression, a research project for the development of clinical prediction models to predict therapy outcome of depression.

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gcampanella/pydata-london-2018

Slides and notebooks for my tutorial at PyData London 2018

Language: Jupyter Notebook - Size: 2.72 MB - Last synced at: 10 days ago - Pushed at: almost 7 years ago - Stars: 21 - Forks: 6

sorna-fast/Car-price-prediction-exercise-with-regression-model

Car price forecasting with one-variable, two-variable, three-variable, lasso, ridge, and elastic regression models

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katlass/Machine-Learning

A Collection of Data Science and Machine Learning Projects Utilizing Scikit-Learn, TensorFlow, and R for Predictive Modeling, Time Series Analysis, and Statistical Methods.

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reese3928/RNAAgeCalc

A multi-tissue transcriptional age calculator

Language: R - Size: 5.5 MB - Last synced at: 19 days ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1

sorna-fast/exercise_LoanAmountForecast

Forecasting the amount of the home loan through the learning model of the regression of the elastic method

Language: Jupyter Notebook - Size: 35.2 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

myahninsi/housing-price-prediction-ml

Final project for Big Data Visualization for Business Communications 01 (DSMM Group 1). Analyzes housing data, identifies key price factors, and builds predictive models using machine learning. Includes Power BI dashboards for interactive visualizations and Flask for deployment.

Language: Jupyter Notebook - Size: 11 MB - Last synced at: 18 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

CY-dev/hqreg

Regularization Paths for Huber Loss Regression and Quantile Regression Penalized by Lasso or Elastic-Net

Language: C - Size: 215 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 10 - Forks: 2

brunomontezano/mdd-prediction

🧠 Machine learning analysis for the paper named "Predicting 3-year persistent or recurrent major depressive episode using machine learning techniques".

Language: R - Size: 3.73 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

fipelle/replication-pellegrino-2022-hyperparameters

Elastic-net VARMA: hyperparameter optimisation, estimation and forecasting

Language: Julia - Size: 2.56 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 5

statalasso/statalasso.github.io

This is the website repository for the Stata packages lassopack & pdslasso. Please visit:

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statalasso/lassopack

LASSOPACK: Stata module for lasso, square-root lasso, elastic net, ridge, adaptive lasso estimation and cross-validation

Language: Stata - Size: 2.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 3

haghish/mlim

mlim: single and multiple imputation with automated machine learning

Language: R - Size: 2.41 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 26 - Forks: 1

tweichle/Predicting-Baseball-Statistics

Predicting Baseball Statistics: Classification and Regression Applications in Python Using scikit-learn and TensorFlow-Keras

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 14 - Forks: 4

sayadennis/classical-ml

Simple and flexible classical ML module that can be used for recording baseline ML performance.

Language: Python - Size: 78.1 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

YamanSD/BitcoinPredictor

AI model used to predict Bitcoin closing price over 1-minute intervals

Language: Python - Size: 462 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

VinylBr/EE769_MLMethods_from_scratch

Coding ML models, Sampling Methods, Feature Selection algorithms from scratch

Language: Jupyter Notebook - Size: 3.43 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

aditya-xq/House-Price-Predictor-Using-Machine-Learning 📦

Language: Python - Size: 6.84 KB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

agugonrey/MOSS

MOSS: Multi-Omic integration via Sparse Singular Decomposition

Language: R - Size: 10.3 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 3

jolars/sgdnet

Fast Sparse Linear Models for Big Data with SAGA

Language: R - Size: 2.54 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 2

aptech/gauss-glmnet

A GAUSS wrapper of the glmnet package for fitting generalized linear models via penalized maximum likelihood.

Language: Fortran - Size: 373 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

BenjaminRueling/Car-Price-prediction

Linear regression models on a Car-Price Dataset

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qzhang314/DNAm-based-age-predictor

A chronological age predictor based on DNA methylation

Language: R - Size: 40 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 8

lucia-corsan/DataScientists_SalaryRecords

Study about salaries in data scientists roles applying the following techniques: QDA, LDA, Naive-Bayes approach, Random Forests, KNN, SVM, (Logistic, Lasso and Ridge) Regression and Elastic Nets. Also, study of the database considering linear, simple and multivariate models.

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caanene1/AElastic-AutoFeature

Feature Selection using Elastic net function in the glmnet R package

Language: R - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1

Ali-Mahzarnia/MFSGrp-class2

R package: Computes the solution path of the multivariate Scalar-on-Functional Elastic Net regression in serial and parallel.

Language: R - Size: 479 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

debbiemarkslab/GELMMnet

Generalized linear mixed model elastic net

Language: Jupyter Notebook - Size: 341 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 1

albertobas/ames-housing-prices

Exploratory data analysis and supervised learning analysis on the Ames Housing Prices dataset.

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sharmaroshan/Predicting_Money_Spent_at_Resort

It is From Analytics Vidhya Hackathons, Sponsored by Club Mahindra. It is based on Regression Problem, Where Accuracy matters the most, It is measured by RMSE Score. Different Techniques such as Stacking, Ensembling, Boosting and Scientific Operations such box-cox Operations to reduce skewness of the data.

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timothygmitchell/Empirical_Study_of_Ensemble_Learning_Methods

Training ensemble machine learning classifiers, with flexible templates for repeated cross-validation and parameter tuning

Language: R - Size: 296 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 2

wenjie2wang/intsurv

Integrative Survival Models

Language: C++ - Size: 751 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 2

sanjaradylov/sparse-cheml

Molecular-property prediction with sparsity

Language: Python - Size: 459 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

NicholasDominic/The-NucleoNets

A novel deep polygenic neural network for predicting and identifying yield-associated SNPs in Indonesian rice accessions.

Language: Python - Size: 192 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

MacStan/tsp-elastic-net

Language: Python - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

youthpassion0732/ElasticSearchConsoleApp

Demo of Elastic Search using C#

Language: C# - Size: 20.5 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 4 - Forks: 1

HeitorGabriel/ElasticNet-PLS

Lasso + Ridge e redução dimensional usando Mínimos Quadrados Parciais.

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tadatascience/regression

Regression

Size: 5.78 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Ola76/Student_Performance

The Student Performance Dataset is a dataset designed to examine the factors influencing academic student performance.

Language: Jupyter Notebook - Size: 681 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

anselmeamekoe/Approximate_Leave_One_Out

Size: 2.83 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Masihsoniya/House-price-prediction

Predicting house price

Language: Jupyter Notebook - Size: 211 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Yassaadi/energy_ghg_prediction

Language: Jupyter Notebook - Size: 4.15 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

oliviergimenez/learning-machine-learning

Experiments in ML with tidymodels

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lukabrown/Gradient-Boosting-Housing-Dataset

Machine learning demonstration of the Gradient Boosting algorithm and it's effectiveness on a regression dataset of house prices.

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

Daniel-Carpenter/Delivery-Service-ETA-Prediction 📦

Predicting Time of Arrival for Food Delivery Service

Language: R - Size: 69 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

erenakgunduz/SFV_Attacks_Analysis

Final project for Intro to Data Science w/ R (CAP 5768)

Language: R - Size: 37.9 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

matthijsknigge/elastic-net-regularization

Imputing immunogenic phenotypes using Elastic Net to infer causality between gut microbiome and immune system.

Language: R - Size: 214 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

GINK03/income-expression

転職サイトから、年収の条件を明らかにし、良さげな条件とは何かを明らかにします

Language: Python - Size: 222 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 0

EmilienN/Data-Science-Portfolio

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Sonaxy/Hospital-Readmission 📦

Prediction of whether a patient will be readmitted to the hospital within a specified time interval after his/her discharge.

Size: 3.16 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Sonaxy/Online-retail-sales-prediction 📦

Prediction of how much sales revenue expected from each customer with the website traffic data acquired from an online retailer that provides information on customer’s website visit behavior

Size: 4.49 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Sonaxy/Delivery-Service-ETA-Prediction Fork of Daniel-Carpenter/Delivery-Service-ETA-Prediction 📦

Predicting Time of Arrival for Food Delivery Service

Size: 69 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

electrofocus/machine-learning-practicum 📦

Machine Learning Basics

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LeBronLiHD/disease_diagnosis_model

Course project of Medical Artificial Intelligence, for kidney & heart disease disgnosis

Language: Python - Size: 45.5 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

moozeq/sad-cancer

Selecting ML prediction model based on genes variability to detect cancer

Size: 3.91 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

archowdhury/Comparing-the-different-types-of-Regression

Comparing the different types of Regression

Language: R - Size: 1.95 KB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

ishidur/TSPSolver

Neural Network approaches for the Traveling Salesman Problem

Language: Python - Size: 13.9 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 2

MHassaanButt/Frequentist-inference-and-regression-modeling

In this project, I am applying your frequentist inference and regression modelling skills to different datasets. I applied several machine learning algorithms and try to answer research questions of related problems and also perform data visualization to justify my results.

Language: Jupyter Notebook - Size: 933 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0