Comments (2)
holidays_prior_scale
is a hyperparameter of the model that you set when you instantiate the Prophet model:
m = Prophet(holidays=holidays, holidays_prior_scale=0.05).fit(df)
More info here in the docs.
You don't need to set it in the dataframe. However, it will apply to all the "holidays regressors". To my knowledge, you cannot set it by type of holidays.
from prophet.
holidays_prior_scale
is a hyperparameter of the model that you set when you instantiate the Prophet model:m = Prophet(holidays=holidays, holidays_prior_scale=0.05).fit(df)More info here in the docs.
You don't need to set it in the dataframe. However, it will apply to all the "holidays regressors". To my knowledge, you cannot set it by type of holidays.
The docs do say "You can also include a column prior_scale to set the prior scale separately for each holiday, as described below" and "Prior scales can be set separately for individual holidays by including a column prior_scale in the holidays dataframe". There just doesn't seem to be any actual examples of this that I could find in the docs.
from prophet.
Related Issues (20)
- Numpy dependency version needs to be bumped to 1.20.x for numpy.typing
- Weekend predictions and holidays on high frequency daily data
- I have a issue in installation of prophet library HOT 2
- error in pip install pystan, cython was installed, does anyone know how to solve it?
- Fit params for kwargs
- fbprophet installing error HOT 1
- RuntimeError: Error during optimization: console log output: dyld[10867]: Symbol not found
- pip install guardrails getting this error HOT 2
- Prophet Training Speed: Intel vs Apple M1/M2
- RuntimeError: Error during optimization! HOT 2
- fbprophet install error fix
- BUG - Cannot predict on using logistic -> All-NaN slice encountered HOT 1
- Add interactions to weekly/daily periods for hourly univariate time series data
- [BUG] Zero Division in diagnostics.performance_metrics() causing failed assertion
- Using prophet 1.1.4 (python), is it possible to get "adapt_delta" passed down to stan as part of the "fit" call?
- I am a beginner and I do not know How to solve this Error HOT 2
- Loading META Prophet model gives a tz, datetime error HOT 1
- select_()` was deprecated in dplyr 0.7.0
- How to add some new E-commerce holidays for one country HOT 1
- KeyError: 'k' missing
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from prophet.