Library/prophet
Library/prophetForked

facebook/prophet

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Builder

facebook

facebook

facebook • individual

Stars

20,101

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Forks

4,649

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Nov 16, 2016

Project creation date

README Summary

Prophet is a forecasting tool developed by Facebook for time series data that exhibits strong seasonal effects and multiple seasons of historical data. It is designed to handle missing data, shifts in trends, and large outliers while providing intuitive parameters for domain experts to improve forecasts. The tool works best with time series that have strong seasonal effects and several seasons of historical data.

AI Dev Skills

Unmapped

Time Series ForecastingSeasonal DecompositionTrend AnalysisBayesian InferenceStatistical ModelingAdditive Regression ModelsHoliday Effect ModelingChangepoint Detection

Tags

Time Series ForecastingSeasonal DecompositionTrend AnalysisBayesian InferenceStatistical ModelingAdditive Regression ModelsHoliday Effect ModelingChangepoint DetectionOperations ResearchCapacity PlanningFinTechEnergy Consumption ForecastingSales ForecastingRevenue PredictionTabularInterpretable AIMarketing Budget AllocationSupply ChainSelf-hostedInventory PlanningMarketing AnalyticsBusiness Demand ForecastingWebsite Traffic PredictionOn-premiseCloud APIAutomated Machine LearningJupyter NotebooksE-commerceEnergyRetailPython

Taxonomy

Recent Activity

Updated 1 months ago

7 Days

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30 Days

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

Learning ResourcesPrimaryIndustry: FinTechInference & ServingData Science & AnalyticsFinance & LegalSearch & KnowledgeOther AI / MLAI Agents

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created
Nov 16, 2016
Forked
Mar 22, 2026
Your last push
1 months ago
Upstream last push
21 days ago
Tracked since
Mar 2, 2026

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