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Best Open Source time series Libraries

A curated list of the most popular GitHub repositories tagged with time series. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1redis/redis

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

73,100C
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#2prometheus/prometheus

The Prometheus monitoring system and time series database.

62,878Go
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#3influxdata/influxdb

Scalable datastore for metrics, events, and real-time analytics

31,309Rust
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#4taosdata/TDengine

High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

24,734C
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#5timescale/timescaledb

A time-series database for high-performance real-time analytics packaged as a Postgres extension

21,886C
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#6ccfos/nightingale

Nightingale is to monitoring and alerting what Grafana is to visualization.

12,841Go
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#7leeoniya/uPlot

📈 A small, fast chart for time series, lines, areas, ohlc & bars

9,903JavaScript
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#8pycaret/pycaret

An open-source, low-code machine learning library in Python

9,698Jupyter Notebook
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#9sktime/sktime

A unified framework for machine learning with time series

9,528Python
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#10unit8co/darts

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

9,217Python
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#11blue-yonder/tsfresh

Automatic extraction of relevant features from time series:

9,118Jupyter Notebook
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#12polakowo/vectorbt

⚡️ Lightning-fast backtesting engine to find your trading edge

6,729Python
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