21 results found Sort:

cure-lab
LTSF-Linear cure-lab
471
2.2k
apache-2.0
17
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
aaai pytorch aaai2023 forecasting time-series deep-learning linear-models forecasting-model time-series-prediction time-series-forecasting
Created 2022-05-26
58 commits to main branch, last one about a year ago
bashtage
linearmodels bashtage
184
977
ncsa
25
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
iv gmm ols panel panel-data pooled-ols regression fama-macbeth panel-models asset-pricing fixed-effects linear-models random-effects first-difference panel-regression between-estimator statistical-model instrumental-variable clustered-standard-errors seemingly-unrelated-regression
Created 2017-02-17
1,092 commits to main branch, last one 18 days ago
mca91
EconometricsWithR mca91
277
497
other
21
📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
r knitr bookdown textbook r-markdown econometrics linear-models r-programming companion-book d3-visualization applied-economics introduction-to-r datacamp-exercises
Created 2017-10-07
419 commits to master branch, last one about a year ago
interpretml
interpret-text interpretml
69
422
mit
18
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
nlp npm python azure-sdk explainer nlp-models data-analyst linear-models nlp-scenarios data-scientists jupyter-notebook microsoft-azureml local-explanations grey-box-explainers text-classification glass-box-explainers text-interpretability black-box-explanations visualization-dashboard
Created 2019-09-04
152 commits to main branch, last one about a year ago
cerlymarco
linear-tree cerlymarco
56
374
mit
12
A python library to build Model Trees with Linear Models at the leaves.
tree model-trees scikit-learn boosting-tree linear-models random-forest decision-trees machine-learning
Created 2021-03-27
30 commits to main branch, last one 2 years ago
leeper
margins leeper
40
265
other
19
An R Port of Stata's 'margins' Command
r glm cran regression linear-models stata-command partial-effects marginal-effects
Created 2014-10-13
379 commits to main branch, last one 4 years ago
sergiocorreia
reghdfe sergiocorreia
57
224
mit
24
Linear, IV and GMM Regressions With Any Number of Fixed Effects
ols stata regression fixed-effects linear-models
Created 2014-12-09
600 commits to master branch, last one about a year ago
LinearBoost
linearboost-classifier LinearBoost
17
185
mit
5
LinearBoost Classifier is a rapid and accurate classification algorithm that builds upon a very fast, linear classifier.
linear-models classification machine-learning ensemble-learning custom-classifiers boosting-algorithms
Created 2023-05-16
86 commits to main branch, last one 24 days ago
psychbruce
bruceR psychbruce
37
176
gpl-3.0
10
📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
r cran anova rstats toolbox r-package statistics data-science data-analysis linear-models linear-regression multilevel-models
Created 2019-06-30
325 commits to main branch, last one 11 days ago
Mogeng
IOHMM Mogeng
36
165
bsd-3-clause
14
Input Output Hidden Markov Model (IOHMM) in Python
python statsmodels time-series scikit-learn linear-models graphical-models machine-learning sequence-labeling hidden-markov-model supervised-learning sequence-to-sequence unsupervised-learning semi-supervised-learning
Created 2016-02-12
83 commits to master branch, last one about a year ago
daviddalpiaz
appliedstats daviddalpiaz
174
163
unknown
14
:bar_chart: Methods of Applied Statistics Course Textbook Repository
r book bookdown textbook statistics probability linear-models applied-statistics
Created 2016-06-03
672 commits to master branch, last one 4 months ago
tylermorganwall
skpr tylermorganwall
15
118
gpl-3.0
11
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 Car...
r power rstats monte-carlo linear-models optimal-designs linear-regression survival-analysis split-plot-designs design-of-experiments
Created 2016-07-05
630 commits to master branch, last one 2 days ago
rust-or
rust-lp-modeler rust-or
29
102
mit
10
Lp modeler written in Rust
glpk rust solver lp-modeler formulation rust-library linear-models linear-programming
Created 2016-09-09
379 commits to master branch, last one 4 years ago
rsquaredacademy
olsrr rsquaredacademy
23
101
other
6
Tools for developing OLS regression models
rstats regression linear-models stepwise-regression collinearity-diagnostics
Created 2016-11-28
800 commits to master branch, last one 5 months ago
eigenfoo
tests-as-linear eigenfoo
23
90
cc-by-4.0
5
Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.
scipy python statsmodels linear-models statistical-tests
Created 2019-06-23
37 commits to master branch, last one 5 years ago
anikristo
LearnedSort anikristo
12
81
gpl-3.0
6
Learned Sort: a model-enhanced sorting algorithm
algorithm linear-models sorting-algorithms
Created 2019-03-27
170 commits to master branch, last one 3 years ago
coding-ai
machine_learning_cpp coding-ai
23
71
unknown
4
Machine Learning C++
cpp tutorials algorithms linear-models machinelearning linearregression machine-learning linear-regression logistic-regression machinelearning-cpp machine-learning-algorithms logistic-regression-algorithm linearregression-gradientdescent
Created 2020-09-27
6 commits to master branch, last one 3 years ago
m-clark
book-of-models m-clark
14
64
other
4
Spells for everyday living. (also a book coming out in 2025)
python r-language linear-models machine-learning
Created 2023-04-25
565 commits to main branch, last one about a month ago
ashenoy-cmbi
grafify ashenoy-cmbi
5
48
unknown
1
Easy grafs, ANOVAs and posthoc comparisons.
r ggplot2 vignettes statistics linear-models post-hoc-comparisons
Created 2020-12-28
196 commits to master branch, last one 4 days ago
bachlab
PsPM bachlab
11
45
gpl-3.0
5
Precision psychophysiology made easy
ecg eeg scr pspm pupil matlab analysis inference matlab-gui linear-models bioinformatics matlab-toolbox psychophysiology medical-informatics scientific-research
Created 2019-09-20
4,257 commits to develop branch, last one 21 days ago
microsoft
augmented-interpretable-models microsoft
12
42
mit
5
Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
ai ml linear embedding huggingface transformer transparent distillation scikit-learn deep-learning linear-models explainability language-model neural-network interpretability machine-learning logistic-regression large-language-models artificial-intelligence sentiment-classification
Created 2022-06-20
197 commits to main branch, last one about a month ago