Time Series Database Libraries - Page 1

The Prometheus monitoring system and time series database.

Go 48618Updated: 10 mo ago License: Permissive (Apache-2.0)

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Python 15941Updated: 10 mo ago License: Permissive (MIT)

An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.

C 15078Updated: 10 mo ago License: Proprietary (Proprietary)

An open source time-series database for fast ingest and SQL queries

Java 11579Updated: 10 mo ago License: Permissive (Apache-2.0)

An enterprise-level cloud-native observability solution, which can be used as drop-in replacement of Prometheus for alerting and Grafana for visualization.

Go 6492Updated: 10 mo ago License: Permissive (Apache-2.0)

A highly scalable real-time graphing system

JavaScript 5655Updated: 12 mo ago License: Permissive (Apache-2.0)

M3 monorepo - Distributed TSDB, Aggregator and Query Engine, Prometheus Sidecar, Graphite Compatible, Metrics Platform

Go 4444Updated: 10 mo ago License: Permissive (Apache-2.0)

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

Python 4410Updated: 10 mo ago License: Permissive (MIT)

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 3939Updated: 10 mo ago License: Permissive (MIT)

In-memory dimensional time series database.

Scala 3300Updated: 11 mo ago License: Permissive (Apache-2.0)

Apache IoTDB

Java 3228Updated: 10 mo ago License: Permissive (Apache-2.0)

Beringei is a high performance, in-memory storage engine for time series data.

C++ 3098Updated: 3 y ago License: Proprietary (Proprietary)

High performance datastore for time series and tick data

Python 2978Updated: 11 mo ago License: Weak Copyleft (LGPL-2.1)

Compute various size metrics for a Git repository, flagging those that might cause problems

Go 2968Updated: 10 mo ago License: Permissive (MIT)

A GPU-powered real-time analytics storage and query engine.

Go 2910Updated: 1 y ago License: Permissive (Apache-2.0)

STUMPY is a powerful and scalable Python library for modern time series analysis

Python 2659Updated: 11 mo ago License: Proprietary (Proprietary)

High-performance time-series aggregation for PostgreSQL

C 2534Updated: 1 y ago License: Permissive (Apache-2.0)

A machine learning toolkit dedicated to time-series data

Python 2475Updated: 11 mo ago License: Permissive (BSD-2-Clause)

A python tutorial on bayesian modeling techniques (PyMC3)

Jupyter Notebook 2404Updated: 1 y ago License: No License (No License)

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

Python 2278Updated: 10 mo ago License: Permissive (MIT)

Prometheus exporter for Windows machines

Go 2225Updated: 10 mo ago License: Permissive (MIT)

Open source framework for processing, monitoring, and alerting on time series data

Go 2219Updated: 10 mo ago License: Permissive (MIT)

CeresDB is a high-performance, distributed, cloud native time-series database.

Rust 2133Updated: 10 mo ago License: Permissive (Apache-2.0)

A High Dynamic Range (HDR) Histogram

Java 2072Updated: 12 mo ago License: Proprietary (Proprietary)

Evolving the Prometheus exposition format into a standard.

Go 2050Updated: 12 mo ago License: Permissive (Apache-2.0)

Open source time series library for Python

Python 2004Updated: 1 y ago License: Permissive (BSD-3-Clause)

Rmd source files for the HarvardX series PH525x

R 1794Updated: 10 mo ago License: Permissive (MIT)

DataFrame Server for Financial Timeseries Data

Go 1705Updated: 1 y ago License: Permissive (Apache-2.0)

Fast scalable time series database

Java 1688Updated: 1 y ago License: Permissive (Apache-2.0)

Python client for InfluxDB

Python 1644Updated: 10 mo ago License: Permissive (MIT)

Ultra-fast SQL-like queries on Java collections

Java 1604Updated: 11 mo ago License: Permissive (Apache-2.0)

An R package for causal inference in time series

R 1564Updated: 10 mo ago License: Permissive (Apache-2.0)

A Python package for time series classification

Python 1511Updated: 10 mo ago License: Permissive (BSD-3-Clause)

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

Python 1356Updated: 11 mo ago License: Permissive (MIT)

The Python ensemble sampling toolkit for affine-invariant MCMC

Python 1320Updated: 11 mo ago License: Permissive (MIT)

An Open Source Distributed Time Series Database with high performance, high compression ratio and high usability.

Rust 1308Updated: 10 mo ago License: Strong Copyleft (AGPL-3.0)

Whisper is a file-based time-series database format for Graphite.

Python 1199Updated: 12 mo ago License: Permissive (Apache-2.0)

Time series data visualization software

Go 1147Updated: 1 y ago License: Permissive (BSD-3-Clause)

A Java package to automatically detect anomalies in large scale time-series data

Java 1122Updated: 11 mo ago License: Proprietary (Proprietary)

TrailDB is an efficient tool for storing and querying series of events

C 1076Updated: 1 y ago License: Permissive (MIT)

Time Series Benchmark Suite, a tool for comparing and evaluating databases for time series data

Go 1068Updated: 10 mo ago License: Permissive (MIT)

RNN based Time-series Anomaly detector model implemented in Pytorch.

Python 1010Updated: 10 mo ago License: Permissive (Apache-2.0)

FlexyPool adds metrics and failover strategies to a given Connection Pool, allowing it to resize on demand.

Java 970Updated: 1 y ago License: Permissive (Apache-2.0)

A Python toolkit for rule-based/unsupervised anomaly detection in time series

Python 921Updated: 1 y ago License: Weak Copyleft (MPL-2.0)

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

Python 898Updated: 10 mo ago License: Proprietary (Proprietary)

Time Series data structure for Redis

C 874Updated: 10 mo ago License: Proprietary (Proprietary)

📈 The InfluxDB Client for Node.js and Browsers

TypeScript 863Updated: 1 y ago License: Permissive (MIT)

RRDtool 1.x - Round Robin Database

C 848Updated: 1 y ago License: Strong Copyleft (GPL-2.0)

The Heroic Time Series Database

Java 839Updated: 3 y ago License: Permissive (Apache-2.0)

The Prometheus time series database layer.

Go 817Updated: 3 y ago License: Permissive (Apache-2.0)