Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.
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Jun 29, 2024 - Python
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panel-data
Here are 11 public repositories matching this topic...
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
panel
regression
ols
gmm
iv
linear-models
asset-pricing
panel-data
fixed-effects
random-effects
instrumental-variable
statistical-model
between-estimator
first-difference
clustered-standard-errors
pooled-ols
panel-models
panel-regression
seemingly-unrelated-regression
fama-macbeth
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Nov 6, 2024 - Python
DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
machine-learning
deep-learning
time-series
scikit-learn
neural-networks
longitudinal-data
panel-data
time-series-classification
time-series-forecasting
time-series-regression
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Aug 2, 2024 - Python
difference-in-differences in Python
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Jan 17, 2024 - Python
A tool for performing cross-validation with panel data
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Jul 17, 2024 - Python
Python implementation of the Interactive Fixed Effects Estimator for panel data presented in Bai (2009).
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Jun 30, 2022 - Python
a backend , local panel data storage using parquet, related to pystore and man ahl's arctic
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Jan 12, 2024 - Python
Assignments and exercises from Advanced Econometrics 1&2
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Jun 26, 2018 - Python
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Jan 28, 2024 - Python
(How) does personality influence the effect of activities on mental health? A project analyzing panel data from the SOEP (Socio-Economic Panel) of the DIW.
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Jan 13, 2023 - Python
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