fable
Tidy time series forecasting (by tidyverts)
LEMMA-Forecasts
Outputs of the LEMMA model for COVID-19 forecasts (by LocalEpi)
| fable | LEMMA-Forecasts | |
|---|---|---|
| 5 | 2 | |
| 553 | 6 | |
| 1.1% | - | |
| 6.8 | 6.8 | |
| about 2 months ago | 7 months ago | |
| R | R | |
| GNU General Public License v3.0 only | MIT License |
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.
fable
Posts with mentions or reviews of fable.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-27.
- Fable: Forecasting Models for Tidy Time Series
-
Has anyone ever had luck with the forecasting functionality?
Honestly more doable than you’d think. Download RStudio, copy the code from this page https://fable.tidyverts.org, consult ChatGPT until you’re able to get everything running as expected, sub in your data
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Daily Hospital admits time series forecasting
If you are using R, Rob Hyndman's fable package is the best alternative. If you are looking for a Python library, I recommend StatsForecast.
- Methods for filtering and smoothing time series
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Freedom degrees in ARMA(p,q)
For a throughout discussion of ARIMA models I recommend Hyndman's Forecasting: Principles and Practice book. If you are estimating ARIMA with R check Fable. If you are estimating ARIMA with Python StatsForecast.
LEMMA-Forecasts
Posts with mentions or reviews of LEMMA-Forecasts.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-27.
-
Hospitalisations/ICU Data for California
I don't know about that specific dashboard, but the RDS file in this repo is generally updated weekly and contains county-level hospitalization data.
-
Daily Hospital admits time series forecasting
You might be interested in this, both as a source of data and for learning methods.
What are some alternatives?
When comparing fable and LEMMA-Forecasts you can also consider the following projects:
modeltime - Modeltime unlocks time series forecast models and machine learning in one framework
statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.
modeltime.ensemble - Time Series Ensemble Forecasting
timetk - Time series analysis in the `tidyverse`
modeltime.gluonts - GluonTS Deep Learning with Modeltime