py-econometrics

py-econometrics/pyfixest

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

19 good first / help-wanted issues · Python · last activity Jul 7, 2026

econometrics fixed-effects regression
19 Open Issues Need Help Last updated: Jul 7, 2026

Open Issues Need Help

View All on GitHub
enhancement good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
enhancement good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
help wanted good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
docs good first issue question
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
enhancement good first issue sprint-march-2026
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
enhancement help wanted good first issue good-issue-to-start
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
bug enhancement good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
enhancement good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
enhancement good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
docs good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression
good first issue feature
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression

AI Summary: Update the PyFixest package to utilize Formulaic's native narwhal support for improved performance and potentially offer native Polars DataFrame support for input and output. This involves modifying the model_matrix function to use narwhals syntax, removing pandas conversion steps, and updating the Formulaic dependency.

Complexity: 4/5
enhancement help wanted good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression

AI Summary: Implement a sparse Frisch-Newton algorithm for quantile regression in the PyFixest Python package. This involves translating the existing dense matrix implementation to use sparse SciPy matrices, adding support for categorical variables, and making it selectable via a new `method` argument ('sfn' and 'psfn') in the `pf.quantreg()` function.

Complexity: 4/5
enhancement help wanted good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression

AI Summary: Update the PyFixest documentation's "Getting Started" vignette to explicitly show how to access key attributes (like adjusted R-squared) from the `feols` summary output. This involves identifying the relevant attributes within the `feols` object and adding clear examples to the vignette.

Complexity: 2/5
docs help wanted good first issue
py-econometrics/pyfixest
335

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

Python
#econometrics#fixed-effects#regression