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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

490 questions
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8 answers

Is it possible to do multivariate multi-step forecasting using FB Prophet?

I'm working on a multivariate (100+ variables) multi-step (t1 to t30) forecasting problem where the time series frequency is every 1 minute. The problem requires to forecast one of the 100+ variables as target. I'm interested to know if it's…
Abhishek Arora
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2 answers

Trying to Understand FB Prophet Cross Validation

I have a dataset with 84 Monthly Sales (from 01/2013 to 12/2019) - just months, not days. Month 01 | Sale 1 Month 02 | Sale 2 Month 03 | Sale 3 .... | ... Month 84 | Sale 84 By visualization it looks like that the model fits very well...…
marceloasr
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9 answers

Installing fbprophet Python on Windows 10

My build keeps failing on windows 10 for installing fbprophet in anaconda with the following message: ERROR conda.core.link:_execute(502): An error occurred while installing package 'conda-forge::automat-0.7.0-py_1'. CondaError: Cannot link a source…
Bharat
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3 answers

How to perform time series analysis that contains multiple groups in Python using fbProphet or other models?

All, My dataset looks like following. I am trying to predict the 'amount' for next 6 months using either the fbProphet or other model. But my issue is that I would like to predict amount based on each groups i.e A,B,C,D for next 6 months. I am not…
Data_is_Power
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14 answers

Fbprophet installation error - failed building wheel for fbprophet

I am trying to install fbprophet for Python using Pip install, but failing. I have already installed Pystan. Can I import it using Anaconda Navigator? Can someone please help. Failed building wheel for fbprophet Running setup.py clean for…
DataScience2017
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11
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2 answers

I am getting error in plotly module of FB prophet

I am getting the following error when executing the below code: Code: from fbprophet.plot import plot_plotly, plot_components_plotly Error: Importing plotly failed. Interactive plots will not work.
RealPPD
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9
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3 answers

Stop Printing INFO:cmdstanpy:start chain 1, INFO:cmdstanpy:finish chain 1

I am running FBProphet with cmdstanpy instead of pystan. For my purpose, I have to run training and predictions multiple times in a jupyter notebook which results in constantly printing : INFO:cmdstanpy:start chain 1 INFO:cmdstanpy:finish chain…
Madness
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3 answers

FastAPI app running locally but not in Docker container

I have a FastAPI app that is working as expected when running locally, however, I get an 'Internal Server Error' when I try to run in a Docker container. Here's the code for my app: from fastapi import FastAPI from pydantic import BaseModel import…
Alistair
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1 answer

Understanding what is/ how to use prior.scale in Prophet?

I'm reviewing Prophet's documentation on the add_regressors method and came across something called a prior.scale, which is explained as Float scale for the normal prior. If not provided, holidays.prior.scale will be used.. I'm looking for…
CorerMaximus
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8
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8 answers

Prophet / fbprophet package in Python

Can someone explain how to install Prophet on Python3? I tried pip install fbprophet but it did not work. Tried to do this in the notebook after importing pandas and sklearn and got another error: import pandas as pd import sklearn as sk from…
Toly
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2 answers

Facebook prophet, non daily data in Python

I have data at a half hourly level over a few nonths. It's in the form: 05/10/2017 00:00:00, 116.297 05/10/2017 00:30:00, 7.3748 05/10/2017 01:00:00, -94.8402 05/10/2017 01:30:00, 41.0546 05/10/2017 02:00:00, 206.3658 05/10/2017…
Anthony W
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3 answers

Library not loaded: @rpath/libtbb.dylib in Prophet / Python

I'm on a Mac X1, Monterey. I've installed prophet and run into this issue when trying to fit a model. RuntimeError: Error during optimization: console log output: dyld[90668]: Library not loaded: @rpath/libtbb.dylib Referenced from:…
cloud36
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1 answer

when i try to import facebook prophet: pip install fbprophet ... i alway get this error

ERROR: Could not find a version that satisfies the requirement httpstan<4.5,>=4.4 (from pystan>=2.14->fbprophet) (from versions: 0.1.0, 0.1.1, 0.2.3, 0.2.5, 0.3.0, 0.3.1, 0.4.0, 0.5.0, 0.6.0, 0.7.2, 0.7.3, 0.7.5, 0.7.6, 0.8.0, 0.9.0, 0.10.1,…
Muhammad Eid
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2 answers

Discrepancy between two hosts running the same docker commands

A colleague and I have a big Docker puzzle. When we run the following commands we get different results. docker run -it python:3.8.6 /bin/bash pip install fbprophet For me, it installs perfectly, while for him it produces an error and fails to…
German Capuano
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1 answer

Predicting multiple variables at once with Facebook Prophet

I'm new to both Python and Facebook Prophet, so this may be a no-brainer, but I haven't been able to find an answer online. I have a 7-column csv file. One column contains a datestamp ('ds') column with daily increments, and the other 6 columns…
Carl
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