redis/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.
Topic: time-series
14,021 repositories
prometheus/prometheus
The Prometheus monitoring system and time series database.
influxdata/influxdb
Scalable datastore for metrics, events, and real-time analytics
taosdata/TDengine
High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
timescale/timescaledb
A time-series database for high-performance real-time analytics packaged as a Postgres extension
influxdata/telegraf
Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.
questdb/questdb
QuestDB is a high performance, open-source, time-series database
ccfos/nightingale
Nightingale is to monitoring and alerting what Grafana is to visualization.
thuml/Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
autogluon/autogluon
Fast and Accurate ML in 3 Lines of Code
leeoniya/uPlot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
sktime/sktime
A unified framework for machine learning with time series
yzhao062/pyod
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
unit8co/darts
A python library for user-friendly forecasting and anomaly detection on time series.
blue-yonder/tsfresh
Automatic extraction of relevant features from time series:
polakowo/vectorbt
The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.
open-falcon/falcon-plus
An open-source and enterprise-level monitoring system.
zhouhaoyi/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
PaddlePaddle/PaddleX
All-in-One Development Tool based on PaddlePaddle
PlotJuggler/PlotJuggler
The Time Series Visualization Tool that you deserve.
timeseriesAI/tsai
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
graphite-project/graphite-web
A highly scalable real-time graphing system
amazon-science/chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
awslabs/gluonts
Probabilistic time series modeling in Python
Nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
salesforce/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
crate/crate
CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
ourownstory/neural_prophet
NeuralProphet: A simple forecasting package
Nixtla/neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
CodeCutTech/Data-science
Collection of useful data science topics along with articles, videos, and code