The Top 95 Timeseries Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 95 Timeseries Open Source Projects

Categories > Data Storage > Timeseries

Uplot ⭐ 5,834

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

Dygraphs ⭐ 2,887

Interactive visualizations of time series using JavaScript and the HTML canvas tag

Mtail ⭐ 2,661

extract whitebox monitoring data from application logs for collection in a timeseries database

Questdb ⭐ 2,279

An open source SQL database designed to process time series data, faster

Arctic ⭐ 2,145

High performance datastore for time series and tick data

Kairosdb ⭐ 1,580

Fast scalable time series database

Kaggle Web Traffic ⭐ 1,526

1st place solution

Tslearn ⭐ 1,451

A machine learning toolkit dedicated to time-series data

Griddb ⭐ 1,370

GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.

Sentinl ⭐ 1,217

Kibana Alert & Report App for Elasticsearch

Facette ⭐ 1,113

Time series data visualization software

Iotdb ⭐ 1,113

Eventql ⭐ 1,110

Distributed "massively parallel" SQL query engine

Neural_prophet ⭐ 1,044

NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch

A Time Series Library for Apache Spark

A Python package for time series classification

Datastream.io ⭐ 811

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

Node Influx ⭐ 806

📈 The InfluxDB Client for Node.js and Browsers

Performance Co-Pilot

Go Carbon ⭐ 703

Golang implementation of Graphite/Carbon server with classic architecture: Agent -> Cache -> Persister

React Timeseries Charts ⭐ 677

Declarative and modular timeseries charting components for React

Ad_examples ⭐ 622

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

Tidyquant ⭐ 615

Bringing financial analysis to the tidyverse

K Nearest Neighbors With Dynamic Time Warping ⭐ 595

Python implementation of KNN and DTW classification algorithm

Redistimeseries ⭐ 502

Time Series data structure for Redis

Dtaidistance ⭐ 476

Time series distances: Dynamic Time Warping (DTW)

Lstm Fcn ⭐ 470

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Chartjs Chart Financial ⭐ 443

Chart.js module for charting financial securities

Siridb Server ⭐ 430

SiriDB is a highly-scalable, robust and super fast time series database. Build from the ground up SiriDB uses a unique mechanism to operate without a global index and allows server resources to be added on the fly. SiriDB's unique query language includes dynamic grouping of time series for easy analysis over large amounts of time series.

Cloudinsight Agent ⭐ 365

Cloudinsight Agent is a system tool that monitors system processes and services, and sends information back to your Cloudinsight account.

A python library for Bayesian time series modeling

A toolkit for working with time series in R

Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai

Predictive Maintenance Using Lstm ⭐ 328

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Deepadots ⭐ 317

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

Pystore ⭐ 304

Fast data store for Pandas time-series data

Mlstm Fcn ⭐ 300

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Skyline ⭐ 285

Anomaly detection

Hastic Server ⭐ 280

Hastic data management server for analyzing patterns and anomalies from Grafana

Tsstudio ⭐ 276

Tools for time series analysis and forecasting

Deepdow ⭐ 276

Portfolio optimization with deep learning.

Gnocchi ⭐ 257

Timeseries database

Transformer ⭐ 245

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

Carbonapi ⭐ 236

Implementation of graphite API (graphite-web) in golang

A high performance data logging and graphing system for time series data.

Lightkurve ⭐ 222

A friendly package for Kepler & TESS time series analysis in Python.

Timeseries_fastai ⭐ 219

fastai V2 implementation of Timeseries classification papers.

Anomalydetection ⭐ 215

Twitter's Anomaly Detection in Pure Python

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

Redis Timeseries ⭐ 197

Future development of redis-timeseries is at github.com/RedisLabsModules/redis-timeseries.

Timeseries Clustering Vae ⭐ 181

Variational Recurrent Autoencoder for timeseries clustering in pytorch

Immutable timeseries data structures built with Typescript

Flot Downsample ⭐ 176

Downsample plugin for Flot charts.

Tibbletime ⭐ 172

Time-aware tibbles

Metrics ⭐ 168

Metrics Query Engine

Hastic Grafana App ⭐ 161

Hastic data management server for labeling patterns and anomalies in Grafana

An open-source library of algorithms to analyse time series in GPU and CPU.

Java Timeseries ⭐ 155

Time series analysis in Java

Timesynth ⭐ 154

A Multipurpose Library for Synthetic Time Series Generation in Python

🍝 Pastas is an open-source Python framework for the analysis of hydrological time series.

Gorilla Tsc ⭐ 144

Implementation of time series compression method from the Facebook's Gorilla paper

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

Remixautoml ⭐ 141

R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.

Extending broom for time series forecasting

Carbon Clickhouse ⭐ 136

Graphite metrics receiver with ClickHouse as storage

Influxdb Client Python ⭐ 136

InfluxDB 2.0 python client

Indicators.jl ⭐ 119

Financial market technical analysis & indicators in Julia

Influxdb Client Csharp ⭐ 115

InfluxDB 2.0 C# Client

Lstm Autoencoders ⭐ 111

Anomaly detection for streaming data using autoencoders

Repo 2016 ⭐ 102

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Pinba2: new implementation of https://github.com/tony2001/pinba_engine

Timeseriesadmin ⭐ 100

Administration panel and querying interface for InfluxDB databases. (Electron app / Docker container)

Brein Time Utilities ⭐ 93

Library which contains several time-dependent data and index structures (e.g., IntervalTree, BucketTimeSeries), as well as algorithms.

Keras Video Classifier ⭐ 93

Keras implementation of video classifier

Stingray ⭐ 92

Anything can happen in the next half hour (including spectral timing made easy)!

Plotille ⭐ 92

Plot in the terminal using braille dots.

Doppelganger ⭐ 89

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Sax Vsm_classic ⭐ 87

SAX-VSM public release, visit our website for detail

Influxgraph ⭐ 87

Graphite InfluxDB backend. InfluxDB storage finder / plugin for Graphite API.

Durable time-series database that's API-compatible with Prometheus.

Java implementation of SAX, HOT-SAX, and EMMA

R interface to fastai

Stl Decomp 4j ⭐ 75

Java implementation of Seasonal-Trend-Loess time-series decomposition algorithm.

Pymarketstore ⭐ 74

Python driver for MarketStore

React Fusioncharts Component ⭐ 71

ReactJS component for FusionCharts JavaScript Charting library.

QoS Measurement & Dependency Graph Platform

Time series based anomaly detector

Go Share your TimeSeries/NameSpace/KeyVal DataStore (using leveldb) over HTTP &/or ZeroMQ

Tsimulus ⭐ 55

A tool for generating random, yet realistic, time series values

Tensorflow Lstm Sin ⭐ 51

TensorFlow 1.3 experiment with LSTM (and GRU) RNNs for sine prediction

Anomaly_detection ⭐ 49

This is a times series anomaly detection algorithm, implemented in Python, for catching multiple anomalies. It uses a moving average with an extreme student deviate (ESD) test to detect anomalous points.

Lognplot ⭐ 42

Plotting and logging of real-time data for desktop.

Interp Net ⭐ 41

Interpolation-Prediction Networks for Irregularly Sampled Time Series

Kaggle Web Traffic Time Series Forecasting ⭐ 29

Solution to Kaggle - Web Traffic Time Series Forecasting

Timeseries database

1-95 of 95 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210