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prophet | producing high quality forecasts for time series data | Time Series Database library

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kandi X-RAY | prophet Summary

prophet is a Python library typically used in Retail, Database, Time Series Database applications. prophet has no bugs, it has no vulnerabilities, it has a Permissive License and it has high support. However prophet build file is not available. You can download it from GitHub.
Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well. Prophet is open source software released by Facebook's Core Data Science team. It is available for download on CRAN and PyPI.

kandi-support Support

  • prophet has a highly active ecosystem.
  • It has 14280 star(s) with 4130 fork(s). There are 418 watchers for this library.
  • It had no major release in the last 12 months.
  • There are 204 open issues and 1587 have been closed. On average issues are closed in 47 days. There are 16 open pull requests and 0 closed requests.
  • It has a positive sentiment in the developer community.
  • The latest version of prophet is v1.0

quality kandi Quality

  • prophet has 0 bugs and 0 code smells.

securitySecurity

  • prophet has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
  • prophet code analysis shows 0 unresolved vulnerabilities.
  • There are 0 security hotspots that need review.

license License

  • prophet is licensed under the MIT License. This license is Permissive.
  • Permissive licenses have the least restrictions, and you can use them in most projects.

buildReuse

  • prophet releases are available to install and integrate.
  • prophet has no build file. You will be need to create the build yourself to build the component from source.
  • Installation instructions, examples and code snippets are available.
  • prophet saves you 3108 person hours of effort in developing the same functionality from scratch.
  • It has 7283 lines of code, 190 functions and 95 files.
  • It has high code complexity. Code complexity directly impacts maintainability of the code.
Top functions reviewed by kandi - BETA

kandi has reviewed prophet and discovered the below as its top functions. This is intended to give you an instant insight into prophet implemented functionality, and help decide if they suit your requirements.

  • Plot a matplotlib figure .
  • Cross validation .
  • Create a Prophet object from a dataframe .
  • Get properties for a forecasted component
  • Plot the components of the model .
  • Compute performance metrics .
  • Compute the seasonality plot .
  • Plot a cross validation metric .
  • Serializes a model to a dictionary .
  • Plot a seasonality plot .

prophet Key Features

Python package name changed from fbprophet to prophet

Fixed R Windows build issues to get latest version back on CRAN

Improvements in serialization, holidays, and R timezone handling

Plotting improvements

prophet Examples and Code Snippets

  • Installation in R
  • Installation in Python
  • Pytest HTML Not Displaying Image
  • Python Selenium iterate table of links clicking each link
  • Validation is not working if the account got created or not while testing in Selenium
  • Exclude Weekends in Dot in Dplyr
  • Make a monthly forecast for all groups with Prophet in R
  • How to make a loop inside a loop with a while function?
  • Selenium will not click class id
  • JavaScript/HTML Word Guessing Game: difficulty levels w/drop-down
  • Using Prophet or Auto ARIMA with Ray
  • Python - Facebook Prophet - Model Underfitting

Installation in R

install.packages('prophet')

Community Discussions

Trending Discussions on prophet
  • WIQL "not contains words" returns false positives
  • Pytest HTML Not Displaying Image
  • Python Selenium iterate table of links clicking each link
  • Validation is not working if the account got created or not while testing in Selenium
  • Exclude Weekends in Dot in Dplyr
  • Make a monthly forecast for all groups with Prophet in R
  • How to make a loop inside a loop with a while function?
  • Selenium will not click class id
  • pip install --upgrade pip and pip install --upgrade setuptools both failed with error code 1
  • JavaScript/HTML Word Guessing Game: difficulty levels w/drop-down
Trending Discussions on prophet

QUESTION

WIQL "not contains words" returns false positives

Asked 2022-Feb-22 at 11:37

I am running a WIQL query that contains this:

"And [Microsoft.VSTS.Common.AcceptanceCriteria] Not Contains Words '*Given*When*Then*'";

I would expect this to not return any AcceptanceCriteria that contain the string "Given" followed by "When" followed by "Then". However I am receiving this item in the results:

"Microsoft.VSTS.Common.AcceptanceCriteria":"<div></div><div><b>Given</b></div><div>Frontier has to submit the replenishment order creation request to Maestro</div><div><b>When</b></div><div>Prophet sends the replenishment order recommendation via REPLENORD feed</div><div><b>Then</b></div><div>Frontier should be able to determine and remove the logic to include the PLANNER_ID&nbsp;/ SCS_ID as mandatory information needed for replenishment order creation</div>"

Am I using this wrong?

ANSWER

Answered 2022-Feb-22 at 11:37

When using the query operators Contains Words or Does Not Contain Words to search with the wildcard character (*), you can only use the wildcard character at the end of a partial word or phrase.

In your case, the expression you set (*Given*When*Then*) obviously does not obey this restriction. So, it is a wrong expression.

For more details, you can see this document.

Source https://stackoverflow.com/questions/71212902

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install prophet

Prophet is a CRAN package so you can use install.packages.
Prophet is on PyPI, so you can use pip to install it. From v0.6 onwards, Python 2 is no longer supported. As of v1.0, the package name on PyPI is "prophet"; prior to v1.0 it was "fbprophet". The default dependency that Prophet has is pystan. PyStan has its own installation instructions. Install pystan with pip before using pip to install prophet.

Support

Homepage: https://facebook.github.io/prophet/HTML documentation: https://facebook.github.io/prophet/docs/quick_start.htmlIssue tracker: https://github.com/facebook/prophet/issuesSource code repository: https://github.com/facebook/prophetContributing: https://facebook.github.io/prophet/docs/contributing.htmlProphet R package: https://cran.r-project.org/package=prophetProphet Python package: https://pypi.python.org/pypi/prophet/Release blogpost: https://research.fb.com/prophet-forecasting-at-scale/Prophet paper: Sean J. Taylor, Benjamin Letham (2018) Forecasting at scale. The American Statistician 72(1):37-45 (https://peerj.com/preprints/3190.pdf).

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