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linear-models

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cure-lab /LTSF-Linear

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

deep-learning time-series pytorch forecasting linear-models aaai time-series-prediction time-series-forecasting forecasting-model aaai2023

UpdatedJan 27, 2024
Python

bashtage /linearmodels

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

panel regression ols gmm iv linear-models asset-pricing panel-data fixed-effects random-effects instrumental-variable statistical-model between-estimator first-difference clustered-standard-errors pooled-ols panel-models panel-regression seemingly-unrelated-regression fama-macbeth

UpdatedMar 22, 2025
Python

mca91 /EconometricsWithR

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

r bookdown knitr r-markdown econometrics textbook linear-models r-programming introduction-to-r d3-visualization datacamp-exercises companion-book applied-economics

UpdatedApr 15, 2024
R

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.

python nlp npm text-classification jupyter-notebook azure-sdk data-scientists data-analyst linear-models nlp-models visualization-dashboard explainer black-box-explanations local-explanations text-interpretability nlp-scenarios glass-box-explainers grey-box-explainers microsoft-azureml

UpdatedFeb 5, 2024
Python

cerlymarco /linear-tree

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

machine-learning tree random-forest scikit-learn decision-trees linear-models boosting-tree model-trees

UpdatedJul 19, 2024
Jupyter Notebook

leeper /margins

An R Port of Stata's 'margins' Command

cran r stata-command regression glm marginal-effects partial-effects linear-models

UpdatedJul 31, 2024
R

sergiocorreia /reghdfe

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

stata regression ols linear-models fixed-effects

UpdatedDec 27, 2023
Stata

linearboost-classifier

LinearBoost /linearboost-classifier

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

machine-learning classification ensemble-learning boosting-algorithms linear-models custom-classifiers

UpdatedMar 16, 2025
Python

psychbruce /bruceR

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

data-science cran r statistics linear-regression toolbox rstats data-analysis multilevel-models r-package anova linear-models

UpdatedJun 16, 2024
R

mkearney /tidyversity

🎓 Tidy tools for academics

science r statistics research analysis tidyverse academic regression rstats logistic-regression tidy linear-models negative-binomial-regression latent-variables structural-equation-modeling general-linear-model poisson-regression mkearney-r-package robust-regression tidyversity

UpdatedAug 2, 2018
R

Mogeng /IOHMM

Input Output Hidden Markov Model (IOHMM) in Python

python machine-learning time-series scikit-learn supervised-learning semi-supervised-learning sequence-to-sequence graphical-models unsupervised-learning hidden-markov-model statsmodels linear-models sequence-labeling

UpdatedJun 9, 2024
Python

daviddalpiaz /appliedstats

📊 Methods of Applied Statistics Course Textbook Repository

r statistics book probability bookdown textbook linear-models applied-statistics

UpdatedNov 18, 2024
HTML

tylermorganwall /skpr

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.

r monte-carlo linear-regression power rstats survival-analysis linear-models design-of-experiments optimal-designs split-plot-designs

UpdatedMar 7, 2025
R

olsrr

rsquaredacademy /olsrr

Tools for developing OLS regression models

regression rstats linear-models stepwise-regression collinearity-diagnostics

UpdatedNov 6, 2024
R

rust-or /rust-lp-modeler

Lp modeler written in Rust

rust solver linear-programming rust-library glpk linear-models formulation lp-modeler

UpdatedMar 1, 2021
Rust

eigenfoo /tests-as-linear

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

python scipy statistical-tests statsmodels linear-models

UpdatedAug 21, 2024
HTML

LearnedSort

anikristo /LearnedSort

Learned Sort: a model-enhanced sorting algorithm

algorithm sorting-algorithms linear-models

UpdatedAug 20, 2021
C++

coding-ai /machine_learning_cpp

Machine Learning C++

machine-learning algorithms cpp linear-regression machine-learning-algorithms tutorials logistic-regression machinelearning linear-models logistic-regression-algorithm linearregression linearregression-gradientdescent machinelearning-cpp

UpdatedApr 29, 2023
Jupyter Notebook

m-clark /book-of-models

Spells for everyday living. (also a book coming out in 2025)

python machine-learning r-language linear-models

UpdatedFeb 12, 2025
Python

Alro10 /MOESP-and-N4SID

Subspace methods for MIMO system identification

dynamical-systems system-identification linear-models state-space-model system-modeling mimo subspace-identification moesp n4sid

UpdatedJul 29, 2019
MATLAB

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