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Time Series

222 projects

Showing 36 of 222 projects

grafana
grafanaTypeScript

An open-source platform for monitoring, observability, and data visualization from multiple sources like Prometheus, Loki, and Elasticsearch.

#open-source#observability#logs
Stars77.4k
Forks14.8k
Last commit1 day ago
Redis
RedisC

An in-memory data structure store used as a cache, database, message broker, and vector query engine for real-time applications.

#ai-infrastructure#database#open-source
Stars77.0k
Forks24.9k
Last commit1 day ago
Prometheus.io
Prometheus.ioGo

An open-source systems and service monitoring system with a multi-dimensional data model and powerful query language.

#hacktoberfest#devops#observability
Stars66.7k
Forks10.9k
Last commit1 day ago
Pandas cheatsheet
Pandas cheatsheetPython

A powerful Python library for data manipulation and analysis, providing fast, flexible data structures.

#data-cleaning#flexible#python-library
Stars50.2k
Forks20.6k
Last commit1 day ago
pandas
pandasPython

A powerful Python library for data analysis and manipulation, providing fast, flexible data structures.

#data-cleaning#flexible#python-library
Stars50.2k
Forks20.6k
Last commit1 day ago
InfluxDB
InfluxDBRust

A scalable time series database optimized for real-time metrics, events, and analytics with fast query response.

#influxql#parquet#sql-engine
Stars31.8k
Forks3.8k
Last commit2 days ago
influxdb
influxdbRust

A scalable time series database optimized for real-time metrics, events, and analytics with fast query response.

#influxql#event-processing#parquet
Stars31.8k
Forks3.8k
Last commit2 days ago
prophet <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
prophet <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">Python

An open-source forecasting tool for time series data with multiple seasonality and linear or non-linear growth.

#seasonality-analysis#python-library#r-package
Stars20.4k
Forks4.6k
Last commit
Prophet
ProphetPython

An automatic forecasting procedure for time series data with multiple seasonality and linear or non-linear growth.

#data-science#stan#seasonality
Stars20.4k
Forks4.6k
Last commit1 day ago
Telegraf
TelegrafGo

A plugin-driven agent for collecting, processing, aggregating, and writing metrics, logs, and arbitrary data.

#plugin-system#observability#logs
Stars17.9k
Forks5.8k
Last commit1 day ago
Telegraf PostgreSQL plugin
Telegraf PostgreSQL pluginGo

A plugin-driven agent for collecting, processing, aggregating, and writing metrics, logs, and arbitrary data.

#plugin-system#observability#logs
Stars17.9k
Forks5.8k
Last commit1 day ago
QuestDB
QuestDBJava

An open-source time-series database for high-speed ingestion and low-latency SQL queries.

#database#open-source#high-performance
Stars17.5k
Forks1.7k
Last commit1 day ago
Brain.js
Brain.jsTypeScript

GPU-accelerated neural network library for JavaScript, running in browsers and Node.js.

#browser-ml#brain#ai
Stars14.9k
Forks1.1k
Last commit2 years ago
Node/system metrics exporter
Node/system metrics exporterGo

Prometheus exporter for hardware and OS metrics exposed by *NIX kernels, written in Go with pluggable metric collectors.

#host-metrics#devops#hardware-metrics
Stars13.9k
Forks2.7k
Last commit1 day ago
Citus
CitusC

A PostgreSQL extension that transforms Postgres into a distributed database for high performance at any scale.

#citus-extension#database#postgres
Stars12.8k
Forks802
Last commit1 day ago
GitHub repository
GitHub repositoryRust

An open-source SDK for logging, storing, querying, and visualizing multimodal, time-series data like images, point clouds, and tensors.

#robotics#visual-debugger#debugging-tools
Stars11.6k
Forks879
Last commit1 day ago
μPlot
μPlotJavaScript

A small, fast Canvas 2D-based charting library for time series, lines, areas, ohlc, and bars.

#open-source#line-chart#lightweight
Stars10.6k
Forks467
Last commit1 day ago
sktime
sktimePython

A unified Python framework for machine learning with time series, offering scikit-learn compatible tools for forecasting, classification, clustering, and more.

#hacktoberfest#data-science#classification
Stars10.1k
Forks2.5k
Last commit
Forecasting with sktime
Forecasting with sktimePython

A unified Python framework for machine learning with time series, offering scikit-learn compatible tools for forecasting, classification, clustering, and more.

#hacktoberfest#data-science#classification
Stars10.1k
Forks2.5k
Last commit
PyCaret
PyCaretPython

An open-source, low-code Python library that automates end-to-end machine learning workflows.

#data-science#low-code#automl
Stars9.9k
Forks1.8k
Last commit3 months ago
Darts
DartsPython

A Python library for user-friendly forecasting and anomaly detection on time series, from ARIMA to deep neural networks.

#python-library#backtesting#data-science
Stars9.6k
Forks1.1k
Last commit6 days ago
tsfresh
tsfreshJupyter Notebook

Automatically extracts and selects relevant features from time series data for machine learning tasks.

#data-science#signal-processing#python
Stars9.5k
Forks1.3k
Last commit3 months ago
metrics-graphics
metrics-graphicsTypeScript

A lightweight JavaScript library for creating principled, consistent time-series charts like line charts, scatterplots, and histograms.

#scatterplots#lightweight#frontend
Stars7.4k
Forks460
Last commit4 years ago
metrics-graphics
metrics-graphicsTypeScript

A lightweight JavaScript library for creating concise, principled time-series charts like line charts, scatterplots, and histograms.

#d3-based#scatterplots#lightweight
Stars7.4k
Forks460
Last commit4 years ago
morris.js
morris.jsCoffeeScript

A simple JavaScript library for drawing line, bar, area, and donut charts with a focus on time-series data.

#jquery#graphing-library#raphael
Stars6.9k
Forks1.2k
Last commit5 years ago
rickshaw
rickshawJavaScript

A JavaScript toolkit for creating interactive time series graphs with D3.js integration.

#graph#interactive-graphs#dashboard
Stars6.5k
Forks924
Last commit1 year ago
PlotJuggler
PlotJugglerC++

A fast, powerful, and intuitive desktop application for visualizing and analyzing time series data from files, streams, and robotics systems.

#robotics#px4#desktop-application
Stars6.3k
Forks832
Last commit7 days ago
flot
flotJavaScript

A JavaScript plotting library for engineering and scientific applications, built on jQuery.

#engineering-tools#jquery-plugin#web-graphing
Stars5.9k
Forks1.5k
Last commit2 years ago
Scrollable-GraphView
Scrollable-GraphViewSwift

An adaptive scrollable graph view for iOS to visualize simple discrete datasets, written in Swift.

#ios#customizable#mobile-charts
Stars5.3k
Forks460
Last commit5 years ago
statsforecast
statsforecastPython

A Python library for lightning-fast univariate time series forecasting with optimized statistical and econometric models.

#statistical-models#python-library#baselines
Stars4.9k
Forks419
Last commit1 day ago
cubism
cubismJavaScript

A D3.js plugin for building real-time time series dashboards with Graphite, Cube, and other data sources.

#graphite#horizon-charts#cube
Stars4.9k
Forks511
Last commit1 year ago
neuralforecast
neuralforecastPython

A Python library offering scalable and user-friendly implementations of state-of-the-art neural forecasting models.

#transformer#nbeatsx#neural-network
Stars4.3k
Forks512
Last commit8 days ago
Mini Graph Card
Mini Graph CardJavaScript

A minimalistic and customizable graph card for Home Assistant Lovelace UI, displaying sensor history as line or bar charts.

#data-graphing#hacktoberfest#iot-dashboard
Stars3.9k
Forks276
Last commit3 days ago
groupdate
groupdateRuby

A Ruby gem for grouping temporal data by time periods (day, week, hour, etc.) with time zone and series support.

#ruby-gem#redshift#charting
Stars3.9k
Forks240
Last commit2 months ago
postgres_exporter
postgres_exporterGo

A Prometheus exporter that collects and exposes PostgreSQL server metrics for monitoring.

#devops#observability#postgresql-monitoring
Stars3.6k
Forks842
Last commit1 day ago
dygraphs
dygraphsJavaScript

A JavaScript library for creating interactive, zoomable time series charts using HTML canvas.

#canvas#client-side-rendering#html-canvas
Stars3.2k
Forks588
Last commit2 months ago
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