linear-models

There are 0 repository under linear-models topic.

cure-lab / LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
deep-learning forecasting forecasting-model linear-models pytorch time-series time-series-forecasting time-series-prediction aaai aaai2023
Language:Python 1818
bashtage / linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
iv instrumental-variable panel regression statistical-model ols gmm fixed-effects random-effects between-estimator first-difference clustered-standard-errors pooled-ols linear-models panel-data panel-models panel-regression fama-macbeth asset-pricing seemingly-unrelated-regression
Language:Python 896
mca91 / EconometricsWithR
📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
introduction-to-r econometrics applied-economics linear-models bookdown r-programming datacamp-exercises d3-visualization r-markdown knitr r textbook companion-book
Language:R 454
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.
text-interpretability explainer nlp-models jupyter-notebook visualization-dashboard nlp-scenarios data-scientists glass-box-explainers linear-models grey-box-explainers black-box-explanations nlp text-classification data-analyst local-explanations python npm microsoft-azureml azure-sdk
Language:Python 403
cerlymarco / linear-tree
A python library to build Model Trees with Linear Models at the leaves.
boosting-tree decision-trees linear-models machine-learning model-trees random-forest scikit-learn tree
Language:Jupyter Notebook 328
leeper / margins
An R Port of Stata's 'margins' Command
r marginal-effects stata-command cran regression glm partial-effects linear-models
Language:R 259
sergiocorreia / reghdfe
Linear, IV and GMM Regressions With Any Number of Fixed Effects
fixed-effects linear-models ols regression stata
Language:Stata 209
mkearney / tidyversity
🎓 Tidy tools for academics
tidyverse tidy rstats r statistics analysis academic research science mkearney-r-package regression linear-models general-linear-model logistic-regression poisson-regression negative-binomial-regression robust-regression structural-equation-modeling latent-variables tidyversity
Language:R 170
Mogeng / IOHMM
Input Output Hidden Markov Model (IOHMM) in Python
python hidden-markov-model graphical-models sequence-to-sequence machine-learning linear-models sequence-labeling supervised-learning semi-supervised-learning unsupervised-learning time-series scikit-learn statsmodels
Language:Python 155
psychbruce / bruceR
📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
r r-package data-science data-analysis linear-regression linear-models multilevel-models anova toolbox statistics rstats cran
Language:R 154
daviddalpiaz / appliedstats
:bar_chart: Methods of Applied Statistics Course Textbook Repository
probability statistics r textbook applied-statistics linear-models bookdown book
Language:HTML 153
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.
design-of-experiments linear-models linear-regression monte-carlo optimal-designs power r rstats split-plot-designs survival-analysis
Language:R 106
olsrr
rsquaredacademy / olsrr
Tools for developing OLS regression models
collinearity-diagnostics linear-models regression rstats stepwise-regression
Language:R 100
rust-or / rust-lp-modeler
Lp modeler written in Rust
linear-programming linear-models rust-library rust lp-modeler formulation glpk solver
Language:Rust 94
eigenfoo / tests-as-linear
Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.
statistical-tests linear-models statsmodels scipy python
Language:HTML 82
LearnedSort
anikristo / LearnedSort
Learned Sort: a model-enhanced sorting algorithm
sorting-algorithms algorithm linear-models
Language:C++ 79
coding-ai / machine_learning_cpp
Machine Learning C++
machine-learning tutorials machine-learning-algorithms machinelearning machinelearning-cpp logistic-regression logistic-regression-algorithm linear-regression linearregression linear-models linearregression-gradientdescent algorithms cpp
Language:Jupyter Notebook 62
Alro10 / MOESP-and-N4SID
Subspace methods for MIMO system identification
dynamical-systems system-identification moesp n4sid subspace-identification mimo linear-models system-modeling state-space-model
Language:MATLAB 48
mmarouen / The-Elements-Of-Statistical-Learning
This repository contains R code for exercices and plots in the famous book.
statistical-learning exercice linear-models classification linear-regression
Language:R 47
danieldk / golinear
liblinear bindings for Go
svm classifier linear-models liblinear go
Language:Go 44
ashenoy-cmbi / grafify
Easy grafs, ANOVAs and posthoc comparisons.
linear-models post-hoc-comparisons vignettes statistics ggplot2 r
Language:R 42
PsPM
bachlab / PsPM
A matlab suite for Psycho-Physiological Modelling
psychophysiology matlab-toolbox matlab matlab-gui scientific-research scr ecg eeg pupil bioinformatics medical-informatics analysis inference pspm linear-models
Language:MATLAB 40
joshday / SparseRegression.jl
Statistical Models with Regularization in Pure Julia
statistical-models regularization julia statistical-learning linear-models sparse-regression
Language:Julia 39
gamlj / gamlj
GAMLj: GLM, Mixed, Generalized and Generalized mixed models for jamovi
statistics r regression anova post-hoc jamovi linear-models slopes estimates
Language:R 38
augmented-interpretable-models
microsoft / augmented-interpretable-models
Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
ai artificial-intelligence deep-learning explainability interpretability language-model linear linear-models machine-learning ml neural-network transparent distillation embedding huggingface large-language-models logistic-regression sentiment-classification transformer scikit-learn
Language:Jupyter Notebook 37
dnemec / SPICE-Libraries
Collection of LTSpice models and simulation circuits collected from various Yahoo groups and all around the internet.
ltspice spice simulation electronics audio analog analogelectronics digital digitallogic electronics-lab electronics-engineering electronics-design electronics-tutorials spice-simulator spice-simulation linear-models
36
manuwhs / Trapyng
Python library to implement advanced trading strategies using machine learning and perform backtesting.
trading mql4 tensorflow kalman-filter gaussian-processes expectation-maximization rnn linear-models indicators oscillators constrained-optimization graphics capm multivariate-statistics event-driven widget-libraries
Language:Python 36
kryptc / smai-lecture-notes
SMAI lecture notes
hacktoberfest smai-lecture-notes linear-models
35
m-clark / book-of-models
Spells for everyday living. (also a book coming out in 2024)
linear-models machine-learning python r-language
Language:Jupyter Notebook 31
felixpatzelt / priceprop
Calibrate and simulate linear propagator models for the price impact of an extrinsic order flow.
time-series scientific scientific-publications modeling linear-models kernel-model time-series-econometrics propagators high-frequency-trading python pandas
Language:Python 23
mkearney / tidyreg
🎓 Tidy regression tools for academics
tidyversity statistics regression generalized-linear-models linear-models quantitative-methods
Language:R 23
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
linear-models nonparametric-regression-models mixed-effects
23
RebeccaSalles / TSPred
TSPred Package for R : Framework for Nonstationary Time Series Prediction
time-series-forecast nonstationarity benchmarking time-series-prediction linear-models machine-learning
Language:R 22
wilkox / gglmannotate
📈Annotate a ggplot with a description of a linear model
r ggplot2 linear-models
Language:R 22
Kaslanarian / liblinear-sc-reading
LIBLINEAR理论与源码解读（已完结）
cpp liblinear linear-models machine-learning optimization source-code svm
21
yufongpeng / AnovaBase.jl
A simple framework for ANOVA on various types of Julia statistical models
anova generalized-linear-models linear-models f-test likelihood-ratio-test linear-mixed-effects
Language:Julia 20