linear-models topic

List linear-models repositories

tests-as-linear

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

gglmannotate

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📈Annotate a ggplot with a description of a linear model

linearmodels

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

LTSF-Linear

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

EconometricsWithR

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

margins

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An R Port of Stata's 'margins' Command

bruceR

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

interpret-text

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A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

IOHMM

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Input Output Hidden Markov Model (IOHMM) in Python