modeltime.resample
Resampling Tools for Time Series Forecasting with Modeltime (by business-science)
modeltime
Modeltime unlocks time series forecast models and machine learning in one framework (by business-science)
modeltime.resample | modeltime | |
---|---|---|
1 | 5 | |
17 | 503 | |
- | 1.4% | |
6.2 | 8.4 | |
5 months ago | 5 months ago | |
R | R | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
modeltime.resample
Posts with mentions or reviews of modeltime.resample.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-08.
modeltime
Posts with mentions or reviews of modeltime.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-17.
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Cross Validating Time Series Models in R
Check out the ModelTime package: https://business-science.github.io/modeltime/
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Good package or tidy way of sliding time series forecasting windows for backtesting?
I was looking for something similar a bit ago and settled on timetk and modeltime. It's been a while since I worked with these and I never got deep enough in my own project to fully explore them, so unfortunately all I can offer are the links; however this should get you what you're looking for
- Has anyone taken Matt Dancho's courses?
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Time Series in R
It’s actually completely different than what existed. You can see my roadmap here and how much has went into the Modeltime project. https://github.com/business-science/modeltime/issues/5
What are some alternatives?
When comparing modeltime.resample and modeltime you can also consider the following projects:
timetk - Time series analysis in the `tidyverse`
fable - Tidy time series forecasting
modeltime.ensemble - Time Series Ensemble Forecasting
Deep_XF - Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.