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Questions tagged [facebook-prophet]

Prophet is a forecasting library, open sourced by Facebook, with APIs available in both R and Python. Use this tag instead of the [prophet] tag for questions related to the Facebook software.

Prophet is a forecasting library, open sourced by Facebook, with APIs available in both R and Python.

References

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Use of boxcox with Time series

I am researching the best method to use with time series. FBprophet (Python) seems like a strong option. To prepare time series for Prophet I am thinking about using boxcox and inv_boxcox at the end from fbprophet import Prophet from scipy.stats…
Toly
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Removing outliers by filtering values in R

i have a dataframe like this : ds y 1 2015-12-31 35.59050 2 2016-01-01 28.75111 3 2016-01-04 25.53158 4 2016-01-06 17.75369 5 2016-01-07 29.01500 6 2016-01-08 29.22663 7 2016-01-09 29.05249 8 2016-01-10 27.54387 9 …
Miguel 2488
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applying a generalized additive model to an xarray

I have a netCDF file which I have read with xarray. The array contains times, latidude, longitude and only one data variable (i.e. index values) # read the netCDF files with xr.open_mfdataset('wet_tropics.nc') as wet: print(wet) Out[]:…
Nicolas
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Timeseries prediction using prophet (issubdtype from `float`)

I am trying to use prophet package to predict a time series: First I merge Month and Day into a column: df1['Date'] = pd.to_datetime(df1.Ano.astype(str) + '-' + df1.Meses.astype(str)) My dataframe : Date Values 11259 2017-01-01 …
Cesar
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Prophet - R - Not working

I'm a newbie at R and I am stuck with an issue. I have used the Prophet Package to forecast values but it is not working for obscure reasons I don't understand. Here is my code…
Timothée Schnapper
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fbprophet predict() method scalar values error

I'm trying to follow the basic tutorial for fbprophet and am getting an error that doesn't really make sense on the Prophet.predict() method. My code follows the tutorial exactly: import pandas as pd import numpy as np from fbprophet import…
Jacob H
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Cannot install fbprophet

c:\users\gmmke\appdata\local\programs\python\python310\lib\site-packages (23.2.1) when I install fbphrophet uing pip I get error: subprocess-exited-with-error python setup.py egg_info did not run successfully. exit code: 1 [6 lines of…
KESHAV MAHESHWARI
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Handling Non-Continuous date in time series forecasting using fbProphet

I want to use fbProphet model to predict next 3 month sales for each product for a superstore. But my date values are non continuous for each product. There is no particular pattern found in the date feature. I found out that fbProphet does not…
Shweta Dalal
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How to solve an error, "module 'numpy' has no attribute 'float'"?

Circumstance WSL2 Docker Virtualenv Python 3.8.16 jupyterlab 3.5.2 numpy 1.24.1 prophet 1.1.1 fbprophet 0.7.1 Cython 0.29.33 ipython 8.8.0 pmdarima 2.0.2 plotly 5.11.0 pip 22.3.1 pystan 2.19.1.1 scikit-learn 1.2.0 konlpy 0.6.0 (just in the…
Seongkeun
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How to set the optimizer in neural prophet to SDG instead of AdamW?

Why I am I getting this error? My guess is that I am using parameters that don't work together. This is my code and that's the error I am getting: The dataframe is 'L12M' and it has only two columns, ds and y. The data resolution 5 mins and it has…
Moody
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How to loop through a dictionary and assign values to a variable based on keys?

This is driving me nuts, I've been searching for a couple of hours and am having trouble making heads or tails of this. Usually I would do something like this in SQL, but it's part of a python model and I am having a hard time wrapping my head…
t25
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In Python how to use Pandas to manipulate output from Prophet

new to Python, would appreciate any help with Pandas to manipulate output from Prophet Library ( see image ). My input Dataframe has 3 columns, Prophet only takes 2, and my output is 4 columns. Is there also a way to loop back around and run the…
Gavin
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pip install error when I install fbprophet

(I'm not good at English sorry) I have an error when I install fbprophet for windows command. I already installed pystan and cython. I use Windows 10, python 3.9 version. maybe, Am I having a problem with the compiler? The error comment is (korea…
김동호
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Prophet forecasting in Python with Saturating Minimum

I am new in Python with no coding and programming experience and I am trying to create a forecast model via Prophet in Python. Inserted below is the sample code from…
autarky
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ML model running on test server but not on production server

My prophet model is running on test server. But the same model take error in production server. I used Python 3.7.6 and prophet libray is 0.6 version. Other libraries are the same version. But I take an this error in production. Fatal Python error:…
aslioktay
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