linear-models
There are 379 repositories under linear-models topic.
cure-lab/LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
bashtage/linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
mca91/EconometricsWithR
📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
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.
cerlymarco/linear-tree
A python library to build Model Trees with Linear Models at the leaves.
weigao266/Awesome-Efficient-Arch
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models
leeper/margins
An R Port of Stata's 'margins' Command
sergiocorreia/reghdfe
Linear, IV and GMM Regressions With Any Number of Fixed Effects
LinearBoost/linearboost-classifier
LinearBoost Classifier is a rapid and accurate classification algorithm that builds upon a very fast, linear classifier.
psychbruce/bruceR
📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
mkearney/tidyversity
🎓 Tidy tools for academics
Mogeng/IOHMM
Input Output Hidden Markov Model (IOHMM) in Python
daviddalpiaz/appliedstats
:bar_chart: Methods of Applied Statistics Course Textbook Repository
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.
rust-or/rust-lp-modeler
Lp modeler written in Rust
rsquaredacademy/olsrr
Tools for developing OLS regression models
eigenfoo/tests-as-linear
Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.
anikristo/LearnedSort
Learned Sort: a model-enhanced sorting algorithm
m-clark/book-of-models
Spells for everyday living, also a book -- Models Demystified -- now available!
coding-ai/machine_learning_cpp
Machine Learning C++
Alro10/MOESP-and-N4SID
Subspace methods for MIMO system identification
bachlab/PsPM
Precision psychophysiology made easy
ashenoy-cmbi/grafify
Easy grafs, ANOVAs and posthoc comparisons.
mmarouen/The-Elements-Of-Statistical-Learning
This repository contains R code for exercices and plots in the famous book.
danieldk/golinear
liblinear bindings for Go
microsoft/augmented-interpretable-models
Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
joshday/SparseRegression.jl
Statistical Models with Regularization in Pure Julia
kryptc/smai-lecture-notes
SMAI lecture notes
dnemec/SPICE-Libraries
Collection of LTSpice models and simulation circuits collected from various Yahoo groups and all around the internet.
gamlj/gamlj
GAMLj: GLM, Mixed, Generalized and Generalized mixed models for jamovi
manuwhs/Trapyng
Python library to implement advanced trading strategies using machine learning and perform backtesting.
MagedMohamedTurk/Turbomachinery-Rotors-Balancing
Python Tools to Practically Model and Solve the Problem of High Speed Rotor Balancing.
felixpatzelt/priceprop
Calibrate and simulate linear propagator models for the price impact of an extrinsic order flow.
RebeccaSalles/TSPred
TSPred Package for R : Framework for Nonstationary Time Series Prediction
NCSU-STATS/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
psm1206/TALE
[WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"