20 results found Sort:

cure-lab
LTSF-Linear cure-lab
453
2.1k
apache-2.0
18
[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 10 months ago
bashtage
linearmodels bashtage
184
957
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
1,085 commits to main branch, last one 10 days ago
mca91
EconometricsWithR mca91
271
484
other
23
📖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 10 months ago
interpretml
interpret-text interpretml
69
419
mit
19
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 10 months ago
cerlymarco
linear-tree cerlymarco
55
363
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
263
other
20
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 3 years ago
sergiocorreia
reghdfe sergiocorreia
57
220
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 12 months ago
psychbruce
bruceR psychbruce
37
171
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
324 commits to main branch, last one 6 months ago
Mogeng
IOHMM Mogeng
35
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
159
unknown
15
: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 about a month ago
tylermorganwall
skpr tylermorganwall
15
115
gpl-3.0
12
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
617 commits to master branch, last one 18 days ago
rsquaredacademy
olsrr rsquaredacademy
23
103
other
7
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 about a month ago
rust-or
rust-lp-modeler rust-or
29
97
mit
11
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 3 years ago
eigenfoo
tests-as-linear eigenfoo
23
90
cc-by-4.0
6
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
7
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
70
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
13
56
other
4
Spells for everyday living. (also a book coming out in 2024)
python r-language linear-models machine-learning
Created 2023-04-25
542 commits to main branch, last one 19 days 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
160 commits to master branch, last one 10 months ago
bachlab
PsPM bachlab
11
45
gpl-3.0
6
A matlab suite for Psycho-Physiological Modelling
ecg eeg scr pspm pupil matlab analysis inference matlab-gui linear-models bioinformatics matlab-toolbox psychophysiology medical-informatics scientific-research
Created 2019-09-20
4,110 commits to develop branch, last one 5 days ago
microsoft
augmented-interpretable-models microsoft
12
38
mit
7
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
196 commits to main branch, last one 8 months ago