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.
#2prometheus/prometheus
The Prometheus monitoring system and time series database.
#3influxdata/influxdb
Scalable datastore for metrics, events, and real-time analytics
#4taosdata/TDengine
High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
#5timescale/timescaledb
A time-series database for high-performance real-time analytics packaged as a Postgres extension
#6ccfos/nightingale
Nightingale is to monitoring and alerting what Grafana is to visualization.
#7leeoniya/uPlot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
#8pycaret/pycaret
An open-source, low-code machine learning library in Python
#9sktime/sktime
A unified framework for machine learning with time series
#10unit8co/darts
A python library for user-friendly forecasting and anomaly detection on time series.
#11blue-yonder/tsfresh
Automatic extraction of relevant features from time series:
#12polakowo/vectorbt
⚡️ Lightning-fast backtesting engine to find your trading edge