Top 6 Python regression-model Projects

statsmodels

8 9,534 9.4 Python

Statsmodels: statistical modeling and econometrics in Python
orbit

1 1,799 7.7 Python

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood. (by uber)
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
bambi

5 1,011 7.9 Python

BAyesian Model-Building Interface (Bambi) in Python.

Project mention: Bayesian Structural Equation Modeling using blavaan | news.ycombinator.com | 2023-11-09

It is much less challenging with Bambi[1] and brms[2].
  [1] https://bambinos.github.io/bambi/

llm4regression

3 88 8.6 Python

Examining how large language models (LLMs) perform across various synthetic regression tasks when given (input, output) examples in their context, without any parameter update

Project mention: LLM Is a Capable Regressor When Given In-Context Examples | news.ycombinator.com | 2024-04-13

If you're interested in exploring other metrics, the output of the models and code examples for how to read them are available at: https://github.com/robertvacareanu/llm4regression/tree/main/...
For example:

bbai

5 41 6.1 Python

Deterministic algorithms for objective Bayesian inference and hyperparameter optimization

Project mention: Cubic Spline Interpolation | news.ycombinator.com | 2023-10-22

> In fact, polynomial interpolants in Chebyshev points are problem-free when evaluated by the barycentric interpolation formula. They have teh same behavior as discrete Fourier series for period functions, whose reliability nobody worries about. The introduction of splines is a red herring: the true advantage of splines is not that they converge where polynomials fail to do so, but that they are more easility adapted to irregular point distributions and more localized.
You can see also the software package https://www.chebfun.org/ for Chebyshev interpolations with Matlap and https://github.com/rnburn/bbai for interpolation Chebyshev interpolations of arbitrary dimension functions with sparse grids for Python.

ols_regression

1 0 1.9 Python

OLS regression with possibility of controlling for fixed effects and robust standard errors

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).