Library/dartsForked

unit8co/darts

darts

A python library for user-friendly forecasting and anomaly detection on time series.

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unit8co

unit8co

unit8co • individual

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9,291

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993

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Created

Sep 13, 2018

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README Summary

Darts is a Python library designed to make time series forecasting and anomaly detection accessible and user-friendly. It provides a unified interface for various forecasting models including statistical, machine learning, and deep learning approaches, with built-in support for multivariate time series, probabilistic forecasting, and backtesting. The library aims to simplify the entire forecasting workflow from data preprocessing to model evaluation.

AI Dev Skills

Unmapped

Time Series ForecastingAnomaly DetectionStatistical ModelingDeep Learning for Sequential DataRecurrent Neural NetworksTransformer Models for Time SeriesEnsemble LearningProbabilistic ForecastingFeature Engineering for Time SeriesCross-validation for Temporal Data

Tags

Time Series ForecastingAnomaly DetectionStatistical ModelingDeep Learning for Sequential DataRecurrent Neural NetworksTransformer Models for Time SeriesEnsemble LearningProbabilistic ForecastingFeature Engineering for Time SeriesCross-validation for Temporal DataSupply ChainDemand PlanningMulti-step Ahead ForecastingProbabilistic AIProbabilistic Revenue ProjectionsEquipment Failure DetectionManufacturingOn-premiseHybrid Classical-Deep Learning ModelsHealthcareSelf-hostedRetailCloud APIIoTWebsite Traffic PredictionEnergyEnergy Load ForecastingAutoMLTabularSeasonal Trend AnalysisFinanceStock Price PredictionSales ForecastingPython

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Recent Activity

Updated 24 days ago

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production
Quality
high
Maturity
production

Categories

Data Science & AnalyticsPrimaryHealthcare & BiologyFinance & LegalEdge & Mobile AIOther AI / MLRoboticsFoundation ModelsAI Agents

PM Skills

Scale & Reliability

Languages

Python100.0%

Timeline

Project created
Sep 13, 2018
Forked
Mar 22, 2026
Your last push
24 days ago
Upstream last push
6 days ago
Tracked since
Mar 20, 2026

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