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Top 4 Python forecasting-model Projects
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pmdarima
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
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hierarchicalforecast
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Project mention: [D] When less is more in the hierarchical forecasting case. | /r/MachineLearning | 2023-07-03
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).
Python forecasting-models related posts
- [D] When less is more in the hierarchical forecasting case.
- Time series and cross validation
- Why are there so many more statistics courses in R and so few in Python?
- Time series forecasting with non-temporal information
- Automated Time Series Processing and Forecasting
- Comparison of Time Series Forecasting Discussion
- Good resources for learning ML with time series in Python? Some links I've found, but looking for canonical resources.
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Index
What are some of the best open-source forecasting-model projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | pmdarima | 1,517 |
| 2 | hierarchicalforecast | 517 |
| 3 | atspy | 506 |
| 4 | lambdo | 22 |
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