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The Top 23 Linear Models Open Source Projects

Open source projects categorized as Linear Models
Categories > Linear Models
Ltsf Linear ⭐ 1,540
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
most recent commit 4 months ago
Linearmodels ⭐ 839
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
dependent packages 25total releases 41most recent commit 3 months agopypi linearmodels} Downloads
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2most recent commit 2 years ago
Econometricswithr ⭐ 436
📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
most recent commit 3 months ago
Interpret Text ⭐ 392
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
total releases 5most recent commit 3 months ago
Linear Tree ⭐ 253
A python library to build Model Trees with Linear Models at the leaves.
dependent packages 1total releases 10most recent commit a year agopypi linear-tree} Downloads
Margins ⭐ 228
An R Port of Stata's 'margins' Command
dependent packages 15total releases 4most recent commit 3 years ago
Reghdfe ⭐ 202
Linear, IV and GMM Regressions With Any Number of Fixed Effects
most recent commit 4 months ago
Appliedstats ⭐ 151
📊 Methods of Applied Statistics Course Textbook Repository
most recent commit 4 months ago
Tidyversity ⭐ 150
🎓 Tidy tools for academics
most recent commit 6 years ago
Iohmm ⭐ 140
Input Output Hidden Markov Model (IOHMM) in Python
total releases 5most recent commit a year ago
Brucer ⭐ 131
📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
dependent packages 4total releases 18most recent commit 7 months ago
Skpr ⭐ 103
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.
dependent packages 1total releases 21most recent commit 5 months ago
Olsrr ⭐ 98
Tools for developing OLS regression models
dependent packages 4total releases 8most recent commit a year ago
Rust Lp Modeler ⭐ 92
Lp modeler written in Rust
dependent packages 1total releases 9most recent commit 3 years agocargo lp-modeler} Downloads
Learnedsort ⭐ 79
Learned Sort: a model-enhanced sorting algorithm
most recent commit 3 years ago
The Elements Of Statistical Learning ⭐ 46
This repository contains R code for exercices and plots in the famous book.
most recent commit 7 months ago
Golinear ⭐ 45
liblinear bindings for Go
total releases 1most recent commit 6 years ago
Grafify ⭐ 42
Easy grafs, ANOVAs and posthoc comparisons.
total releases 8most recent commit 3 months ago
Gamlj ⭐ 36
GAMLj: GLM, Mixed, Generalized and Generalized mixed models for jamovi
most recent commit 4 months ago
Pspm ⭐ 35
A matlab suite for Psycho-Physiological Modelling
most recent commit 3 months ago
Augmented Interpretable Models ⭐ 35
Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
most recent commit 4 months ago
Tests As Linear ⭐ 34
Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.
most recent commit 5 years ago
The 10 Most Depended On Linear Models Open Source Projects
Linearmodels ⭐ 839
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
dependent packages 25total releases 41latest release September 26, 2023most recent commit 3 months agopypi linearmodels} Downloads
Margins ⭐ 228
An R Port of Stata's 'margins' Command
dependent packages 15total releases 4latest release January 22, 2021most recent commit 3 years ago
Olsrr ⭐ 98
Tools for developing OLS regression models
dependent packages 4total releases 8latest release February 10, 2020most recent commit a year ago
Brucer ⭐ 131
📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
dependent packages 4total releases 18latest release September 27, 2023most recent commit 7 months ago
Tactile ⭐ 7
New and Extended Plots, Methods, and Panel Functions for Lattice
dependent packages 2total releases 2latest release April 23, 2018most recent commit a year ago
Tspred ⭐ 11
TSPred Package for R : Framework for Nonstationary Time Series Prediction
dependent packages 1total releases 7latest release January 09, 2021most recent commit 3 years ago
Kllr ⭐ 10
Kernel Localized Linear Regression (KLLR)
dependent packages 1total releases 2latest release February 15, 2022most recent commit 2 years agopypi kllr} Downloads
Linear Tree ⭐ 253
A python library to build Model Trees with Linear Models at the leaves.
dependent packages 1total releases 10latest release August 24, 2022most recent commit a year agopypi linear-tree} Downloads
Rust Lp Modeler ⭐ 92
Lp modeler written in Rust
dependent packages 1total releases 9latest release March 01, 2021most recent commit 3 years agocargo lp-modeler} Downloads
The 10 Latest Releases In Linear Models Open Source Projects
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2latest release November 03, 2023most recent commit 2 years ago
Grafify ⭐ 42
Easy grafs, ANOVAs and posthoc comparisons.
total releases 8latest release October 07, 2023most recent commit 3 months ago
Brucer ⭐ 131
📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
dependent packages 4total releases 18latest release September 27, 2023most recent commit 7 months ago
Linearmodels ⭐ 839
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
dependent packages 25total releases 41latest release September 26, 2023most recent commit 3 months agopypi linearmodels} Downloads
Linear Tree ⭐ 253
A python library to build Model Trees with Linear Models at the leaves.
dependent packages 1total releases 10latest release August 24, 2022most recent commit a year agopypi linear-tree} Downloads
Kllr ⭐ 10
Kernel Localized Linear Regression (KLLR)
dependent packages 1total releases 2latest release February 15, 2022most recent commit 2 years agopypi kllr} Downloads
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