linear-models | Topic | Ecosyste.ms: Repos

Topic: "linear-models"

cure-lab/LTSF-Linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

Language: Python - Size: 5.67 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 2,172 - Forks: 471

bashtage/linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

Language: Python - Size: 142 MB - Last synced at: 2 days ago - Pushed at: 30 days ago - Stars: 982 - Forks: 183

mca91/EconometricsWithR

📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)

Language: R - Size: 285 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 499 - Forks: 279

interpretml/interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Language: Python - Size: 10.3 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 422 - Forks: 69

cerlymarco/linear-tree

A python library to build Model Trees with Linear Models at the leaves.

Language: Jupyter Notebook - Size: 5.92 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 355 - Forks: 54

leeper/margins

An R Port of Stata's 'margins' Command

Language: R - Size: 2.4 MB - Last synced at: 16 days ago - Pushed at: 9 months ago - Stars: 265 - Forks: 40

sergiocorreia/reghdfe

Linear, IV and GMM Regressions With Any Number of Fixed Effects

Language: Stata - Size: 13.1 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 222 - Forks: 57

LinearBoost/linearboost-classifier

LinearBoost Classifier is a rapid and accurate classification algorithm that builds upon a very fast, linear classifier.

Language: Python - Size: 469 KB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 185 - Forks: 17

mkearney/tidyversity

🎓 Tidy tools for academics

Language: R - Size: 480 KB - Last synced at: 9 days ago - Pushed at: over 6 years ago - Stars: 171 - Forks: 16

daviddalpiaz/appliedstats

:bar_chart: Methods of Applied Statistics Course Textbook Repository

Language: HTML - Size: 242 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 163 - Forks: 174

Mogeng/IOHMM

Input Output Hidden Markov Model (IOHMM) in Python

Language: Python - Size: 1.04 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 153 - Forks: 34

psychbruce/bruceR

📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.

Language: R - Size: 21.5 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 152 - Forks: 34

Generates and evaluates D, I, A, Alias, E, T, G, and custom optimal designs. Supports generation and evaluation of mixture and split/split-split/N-split plot designs. Includes parametric and Monte Carlo power evaluation functions. Provides a framework to evaluate power using functions provided in other packages or written by the user.

Language: R - Size: 40.4 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 118 - Forks: 15

rsquaredacademy/olsrr

Tools for developing OLS regression models

Language: R - Size: 32.9 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 101 - Forks: 23

rust-or/rust-lp-modeler

Lp modeler written in Rust

Language: Rust - Size: 26.9 MB - Last synced at: 24 days ago - Pushed at: about 4 years ago - Stars: 101 - Forks: 29

eigenfoo/tests-as-linear

Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.

Language: HTML - Size: 4.93 MB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 90 - Forks: 23

anikristo/LearnedSort

Learned Sort: a model-enhanced sorting algorithm

Language: C++ - Size: 4.99 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 79 - Forks: 12

coding-ai/machine_learning_cpp

Machine Learning C++

Language: Jupyter Notebook - Size: 396 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 71 - Forks: 23

Alro10/MOESP-and-N4SID

Subspace methods for MIMO system identification

Language: MATLAB - Size: 304 KB - Last synced at: 18 days ago - Pushed at: over 5 years ago - Stars: 63 - Forks: 11

ashenoy-cmbi/grafify

Easy grafs, ANOVAs and posthoc comparisons.

Language: R - Size: 115 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 48 - Forks: 5

mmarouen/The-Elements-Of-Statistical-Learning

This repository contains R code for exercices and plots in the famous book.

Language: R - Size: 119 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 47 - Forks: 16

danieldk/golinear 📦

liblinear bindings for Go

Language: Go - Size: 70.3 KB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 45 - Forks: 12

microsoft/augmented-interpretable-models

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

Language: Jupyter Notebook - Size: 189 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 42 - Forks: 12

bachlab/PsPM

A matlab suite for Psycho-Physiological Modelling

Language: MATLAB - Size: 197 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 40 - Forks: 11

joshday/SparseRegression.jl

Statistical Models with Regularization in Pure Julia

Language: Julia - Size: 883 KB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 4

gamlj/gamlj

GAMLj: GLM, Mixed, Generalized and Generalized mixed models for jamovi

Language: R - Size: 183 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 37 - Forks: 11

kryptc/smai-lecture-notes

SMAI lecture notes

Size: 10.2 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 34 - Forks: 7

dnemec/SPICE-Libraries

Collection of LTSpice models and simulation circuits collected from various Yahoo groups and all around the internet.

Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 33 - Forks: 3

RebeccaSalles/TSPred

TSPred Package for R : Framework for Nonstationary Time Series Prediction

Language: R - Size: 478 MB - Last synced at: 1 day ago - Pushed at: about 4 years ago - Stars: 24 - Forks: 8

adityajn105/MLfromScratch

Library for machine learning where all algorithms are implemented from scratch. Used only numpy.

Language: Python - Size: 127 KB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 23 - Forks: 8

wilkox/gglmannotate

📈Annotate a ggplot with a description of a linear model

Language: R - Size: 963 KB - Last synced at: 14 days ago - Pushed at: about 6 years ago - Stars: 23 - Forks: 0

mkearney/tidyreg

🎓 Tidy regression tools for academics

Language: R - Size: 541 KB - Last synced at: 9 days ago - Pushed at: over 6 years ago - Stars: 23 - Forks: 0

felixpatzelt/priceprop

Calibrate and simulate linear propagator models for the price impact of an extrinsic order flow.

Language: Python - Size: 1.11 MB - Last synced at: 3 days ago - Pushed at: over 7 years ago - Stars: 23 - Forks: 9

emjun/tisane

Specification language for generating Generalized Linear Models (with or without mixed effects) from conceptual models

Language: Python - Size: 35.7 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 3

Kaslanarian/liblinear-sc-reading

LIBLINEAR理论与源码解读（已完结）

Size: 2.04 MB - Last synced at: 21 days ago - Pushed at: about 3 years ago - Stars: 22 - Forks: 0

sm00thix/cvmatrix

Computation of training set (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algorithms by Engstrøm (2024).

Language: Python - Size: 1.36 MB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 20 - Forks: 2

ncsu-statistics/applied-regression-with-R

Linear Models With R and Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models - by J Faraway

Size: 10.5 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 20 - Forks: 12

yufongpeng/AnovaBase.jl

A simple framework for ANOVA on various types of Julia statistical models

Language: Julia - Size: 1.32 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 2

rigetti/AdmittanceModels.jl

Analysis of linear systems using admittance models

Language: Julia - Size: 496 KB - Last synced at: 11 days ago - Pushed at: about 5 years ago - Stars: 19 - Forks: 7

Imperial-College-Data-Science-Society/Lecture-3-Linear-Models

ICDSS Machine Learning Workshop Series: Linear Models

Language: Jupyter Notebook - Size: 1.9 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 18

csinva/mdl-complexity

MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".

Language: Jupyter Notebook - Size: 14.4 MB - Last synced at: 21 days ago - Pushed at: almost 2 years ago - Stars: 18 - Forks: 2

MagedMohamedTurk/Turbomachinery-Rotors-Balancing

Python Tools to Practically Model and Solve the Problem of High Speed Rotor Balancing.

Language: Python - Size: 16.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 8

neonnnnn/pyrfm

A library for random feature maps in Python.

Language: C - Size: 22.8 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 4

pachadotdev/capybara

tldr; If you have a 2-4GB dataset and you need to estimate a (generalized) linear model with a large number of fixed effects, this package is for you.

Language: R - Size: 3.58 MB - Last synced at: 11 days ago - Pushed at: 17 days ago - Stars: 13 - Forks: 0

joshday/SweepOperator.jl

Symmetric Sweep Operator

Language: Julia - Size: 37.1 KB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 11 - Forks: 4

timotheenivalis/Rcode-Stats-Bubbles

Here is the material for a workshop series about biostatistics in R. Topics will include data management, a lot of (generalized) linear (mixed) models, bayesian and frequentist principles, simulations, multi-model inference... or whatever you ask me for

Language: HTML - Size: 24.5 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 11 - Forks: 6

wecarsoniv/augmented-pca

Repository for the AugmentedPCA Python package.

Language: Python - Size: 63 MB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 10 - Forks: 0

jeremiedb/EvoLinear.jl

Linear models

Language: Julia - Size: 427 KB - Last synced at: 8 days ago - Pushed at: 10 months ago - Stars: 10 - Forks: 1

m-clark/book-of-models

Spells for everyday living. (also a book coming out in 2024)

Language: Jupyter Notebook - Size: 58.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 0

shadeMe/liblinear-rs

Rust language bindings for the LIBLINEAR C/C++ library

Language: Rust - Size: 122 KB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 3

DanielMartensson/Optimal-Control

A collection of physical linear state space models with optimal control and Matavecontrol

Size: 2.64 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 6

comodin19/BayesVarSel

BayesVarSel: R package to calculate Bayes factors, model choice and variable selection in linear models

Language: C - Size: 2.87 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 8 - Forks: 5

csreddy98/Machine-Learning-From-Scratch

This project implements the machine learning algorithms from scratch and compares the implementation with sklearn.

Language: Jupyter Notebook - Size: 180 KB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 4

mesmo-dev/cobmo

CoBMo - Control-oriented Building Model

Language: Python - Size: 16.8 MB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 7 - Forks: 3

angus924/preval

Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional data

Language: Python - Size: 26.4 KB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

jolars/tactile

New and Extended Plots, Methods, and Panel Functions for Lattice

Language: R - Size: 4.09 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 1

doneria-anjali/student-performance-predictor

Student performace prediction using SVM and BKT

Language: Python - Size: 3.87 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 3

Singhak/MLPortfolio

This is collection of My Data Analysis and Python Leaning

Language: Jupyter Notebook - Size: 4.55 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 7 - Forks: 3

nelson-n/lmForc

R package for evaluating linear forecasting models.

Language: R - Size: 3.56 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 6 - Forks: 0

janvdbroek/Generalized-Linear-Models

An introduction to some generalized linear models using the likelihood approach and R. (scroll down for a menu)

Language: HTML - Size: 8.46 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

LindaNab/mecor

measurement error correction

Language: R - Size: 1.42 MB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

jackgisby/longitudinal_olink_proteomics

Repository for the paper: "Longitudinal proteomic profiling of dialysis patients with COVID-19 reveals markers of severity and predictors of death" by Gisby et al. doi: https://doi.org/10.7554/eLife.64827

Language: R - Size: 6.88 MB - Last synced at: 11 months ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 2

m-clark/R-III-Modeling

Using models to understand relationships and make predictions.

Size: 7.79 MB - Last synced at: 22 days ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 1

KamelAbdelouahab/CNN-Resource-Model

Models to estimate the hardware cost of FPGA based implementations of CNNs

Language: Python - Size: 910 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 1

sharmaroshan/Don-t-Overfit

It is from Kaggle Competitions where the training dataset is very small and the testing dataset is very large and we have to avoid or reduce overfiting by looking for best possible ways to overcome the most popular problem faced in field of predictive analytics.

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 7

yufongpeng/AnovaGLM.jl

Conduct one-way and multi-way anova in Julia with GLM.jl

Language: Julia - Size: 52.7 KB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

sparkfish/castpack

Magical packager of R linear models for your MS SQL Server database ✨

Language: R - Size: 55.7 KB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

IBCNServices/skMAPLE

An implementation (sklearn API) of Model Agnostic Supervised Local Explanation (MAPLE) by Plumb et al. and reproduction of "accuracy" experiments.

Language: Python - Size: 1.05 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 2

QCBSRworkshops/workshop04

Workshop 4 - Linear models

Language: R - Size: 44.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 16

JonasVil/MunozDelgado2014

Implementation on Pyomo of Distribution Expansion Planning Model proposed by Muñoz-Delgado et al. (2014).

Language: Python - Size: 261 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

ascarrambad/ml-21-22

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

Language: Jupyter Notebook - Size: 780 KB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 12

araiari/OECD-Bias-in-students-evaluation

Analisi dei voti degli studenti italiani a partire dai dati dell'OECD-Pisa tramite approccio Bayesiano - Analysis of italian students' evaluation of OECD-Pisa dataset with a Bayesian approach

Language: R - Size: 165 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

big-data-team/ml-course

Practical Machine Learning Course

Language: Python - Size: 631 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 3

Matthew-J-Walsh/FactorioConstructsAndPricing

Implementation of price modeling in Factorio in order to find and analyze optimal factories

Language: Jupyter Notebook - Size: 49.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

jared-fowler/prettyglm

prettyglm provides a set of functions which can easily create beautiful coefficient summaries which can readily be shared and explained.

Language: R - Size: 16.4 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 3

antonior92/advtrain-linreg

Explore properties adversarial training in linear models. Companion code to the paper "Regularization properties of adversarially-trained linear regression"

Language: Jupyter Notebook - Size: 1.42 MB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

variani/matlm

linear models (lm) in matrix form: testing multiple predictors faster

Language: R - Size: 409 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

nikolas-virionis/linear-regression-model

An npm package to make it easier to deal with a handful of values, and try to model them in one of the most used mathematical models, with an R/Numpy-like accuracy algorithm

Language: JavaScript - Size: 52.7 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

paulinamoskwa/R-Stats

Easy-to-use collection of statistical methods and techniques, all written in R 🗂

Language: HTML - Size: 6.31 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

markgewhite/jumpsFDA

Functional data analysis of countermovement jump data. It creates linear models from component scores based on a range of data processing techniques, including curve registration.

Language: MATLAB - Size: 183 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 2

fjodor/spurious_hidden_corr

How to detect spurious and hidden correlations in R using linear models

Language: R - Size: 2.93 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

brauliotegui/SPICED

Data Science projects completed during a bootcamp at SPICED Academy.

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

mbjoseph/biometry-linear-models

Slides and scripts for teaching linear models in R

Language: R - Size: 5.37 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

BraulioV/Machine-Learning

Machine Learning exercises for my subject of Machine Learning at University of Granada (UGR).

Language: R - Size: 3.69 MB - Last synced at: 7 days ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 0

phipsonlab/jazzPanda

A hybrid approach to find spatially relevant marker genes in image based spatial transcriptomics data

Language: R - Size: 24.9 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 1

Nelson-Gon/manymodelr

Build and Tune Several Models

Language: R - Size: 3.23 MB - Last synced at: 16 days ago - Pushed at: 30 days ago - Stars: 2 - Forks: 3

ThomasGust/Elastic-ST

A python data science library to build and analyze biological networks from spatial transcriptomics data. Allows inclusion of spatial information into the networks, going a step beyond graphs derived from scRNA-seq techniques.

Language: Python - Size: 46.7 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

daisybio/DysRegNet_package

Inferring patient-specific regulatory alterations

Language: Jupyter Notebook - Size: 236 KB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 2

phipsonlab/spaceMarker

Language: R - Size: 18.1 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

ylefay/high_dimensional_vector_autoregression

Implementation of High-dimensional vector autoregression time series modeling via tensor decomposition, Di Wang, Yao Zheng, Heng Lian, Guodong Li. Written in JAX.

Language: Jupyter Notebook - Size: 72 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

felipemarkson/MunozDelgado2014

Implementation on JuMP of Distribution Expansion Planning Model proposed by Muñoz-Delgado et al. (2014).

Language: Julia - Size: 105 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

ahmedosama07/Linear-Regression

This repo implements the algorithm of linear regression methods

Language: MATLAB - Size: 940 KB - Last synced at: 8 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

jackgisby/covid-longitudinal-multi-omics

Repository for the paper: "Multi-omics identify LRRC15 as a COVID-19 severity predictor and persistent pro-thrombotic signals in convalescence" by Gisby and Norzawani et al. doi: https://doi.org/10.1101/2022.04.29.22274267

Language: R - Size: 61.2 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0