Projects

Updated 10 months ago

https://github.com/heidelbergcement/hcrystalball • Rank 16.5 • Science 13%

A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.

cross-validation data-science fbprophet model-selection pmdarima sarimax sklearn sklearn-api sklearn-compatible sklearn-library sktime statsmodels tbats time-series time-series-forecasting transformer wrapper

Updated 10 months ago

polyfit • Rank 12.3 • Science 10%

Scikit learn compatible constrained and robust polynomial regression in Python

convex-optimization cvxpy polynomial-regression python robust-regresssion shape-constraints sklearn-compatible

Updated 10 months ago

panelsplit • Science 67%

A tool for performing cross-validation with panel data

cross-validation pandas panel-data python sklearn-compatible time-series

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Open Source Science

https://github.com/heidelbergcement/hcrystalball • Rank 16.5 • Science 13%

polyfit • Rank 12.3 • Science 10%

panelsplit • Science 67%