time-series

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.

The Prometheus monitoring system and time series database.

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

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

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

Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.

QuestDB is a high performance, open-source, time-series database

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

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

Fast and Accurate ML in 3 Lines of Code

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

A unified framework for machine learning with time series

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.

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

Automatic extraction of relevant features from time series:

The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

All-in-One Development Tool based on PaddlePaddle

The Time Series Visualization Tool that you deserve.

A highly scalable real-time graphing system

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

Chronos: Pretrained Models for Time Series Forecasting

Probabilistic time series modeling in Python

Lightning ⚡️ fast forecasting with statistical and econometric models.

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.

NeuralProphet: A simple forecasting package

Scalable and user friendly neural :brain: forecasting algorithms.

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

ACID Document Database

Synthetic data generation for tabular data