The Top 103 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 103 Timeseries Open Source Projects

Categories > Data Storage > Timeseries

Uplot ⭐ 6,218

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

Dygraphs ⭐ 2,913

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

Mtail ⭐ 2,777

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

Arctic ⭐ 2,280

High performance datastore for time series and tick data

Tslearn ⭐ 1,604

A machine learning toolkit dedicated to time-series data

Kairosdb ⭐ 1,601

Fast scalable time series database

Kaggle Web Traffic ⭐ 1,594

1st place solution

Griddb ⭐ 1,452

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

Iotdb ⭐ 1,296

Neural_prophet ⭐ 1,248

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

Sentinl ⭐ 1,243

Kibana Alert & Report App for Elasticsearch

Eventql ⭐ 1,129

Distributed "massively parallel" SQL query engine

Facette ⭐ 1,114

Time series data visualization software

Pytorch Forecasting ⭐ 1,001

Time series forecasting with PyTorch

A Python package for time series classification

A Time Series Library for Apache Spark

Datastream.io ⭐ 827

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

Node Influx ⭐ 826

📈 The InfluxDB Client for Node.js and Browsers

Performance Co-Pilot

Go Carbon ⭐ 716

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

React Timeseries Charts ⭐ 702

Declarative and modular timeseries charting components for React

Ad_examples ⭐ 660

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 ⭐ 644

Bringing financial analysis to the tidyverse

K Nearest Neighbors With Dynamic Time Warping ⭐ 623

Python implementation of KNN and DTW classification algorithm

Redistimeseries ⭐ 561

Time Series data structure for Redis

Dtaidistance ⭐ 538

Time series distances: Dynamic Time Warping (DTW)

Lstm Fcn ⭐ 496

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

Chartjs Chart Financial ⭐ 488

Chart.js module for charting financial securities

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

Siridb Server ⭐ 441

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.

A toolkit for working with time series in R

A python library for Bayesian time series modeling

Cloudinsight Agent ⭐ 364

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

Predictive Maintenance Using Lstm ⭐ 362

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

Deepadots ⭐ 357

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

Pystore ⭐ 335

Fast data store for Pandas time-series data

Ydata Synthetic ⭐ 326

Synthetic structured data generators

Deepdow ⭐ 324

Portfolio optimization with deep learning.

Mlstm Fcn ⭐ 319

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Transformer ⭐ 314

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

Skyline ⭐ 310

Anomaly detection

Hastic Server ⭐ 301

Hastic data management server for analyzing patterns and anomalies from Grafana

Tsstudio ⭐ 288

Tools for time series analysis and forecasting

Gnocchi ⭐ 264

Timeseries database

Lightkurve ⭐ 249

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

Carbonapi ⭐ 244

Implementation of graphite API (graphite-web) in golang

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

Anomalydetection ⭐ 233

Twitter's Anomaly Detection in Pure Python

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

Timeseries_fastai ⭐ 224

fastai V2 implementation of Timeseries classification papers.

Timeseries Clustering Vae ⭐ 212

Variational Recurrent Autoencoder for timeseries clustering in pytorch

Influxdb Client Python ⭐ 203

InfluxDB 2.0 python client

Redis Timeseries ⭐ 197

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

Flot Downsample ⭐ 191

Downsample plugin for Flot charts.

Timesynth ⭐ 187

A Multipurpose Library for Synthetic Time Series Generation in Python

Immutable timeseries data structures built with Typescript

Tibbletime ⭐ 176

Time-aware tibbles

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

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

Metrics ⭐ 168

Metrics Query Engine

Hastic Grafana App ⭐ 168

Hastic data management server for labeling patterns and anomalies in Grafana

Remixautoml ⭐ 161

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

Java Timeseries ⭐ 157

Time series analysis in Java

Tsmoothie ⭐ 156

A python library for time-series smoothing and outlier detection in a vectorized way.

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

Gorilla Tsc ⭐ 151

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

Extending broom for time series forecasting

Influxdb Client Csharp ⭐ 146

InfluxDB 2.0 C# Client

Carbon Clickhouse ⭐ 141

Graphite metrics receiver with ClickHouse as storage

Simplestockanalysispython ⭐ 137

Teaches step-by-step to analysis stock data in python.

Indicators.jl ⭐ 136

Financial market technical analysis & indicators in Julia

Influxdb Client Java ⭐ 133

InfluxDB 2 JVM Based Clients

Analyzing_neural_time_series ⭐ 120

python implementations of Analyzing Neural Time Series Textbook

Lstm Autoencoders ⭐ 120

Anomaly detection for streaming data using autoencoders

Timeseriesadmin ⭐ 110

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

Plotille ⭐ 107

Plot in the terminal using braille dots.

Doppelganger ⭐ 105

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

Repo 2016 ⭐ 104

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

Keras Video Classifier ⭐ 103

Keras implementation of video classifier

Stingray ⭐ 99

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

Stocks Pattern Analyzer ⭐ 99

This tool should help discover different patterns based on similarity measures in historical (financial) data

Brein Time Utilities ⭐ 96

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

R interface to fast.ai

Sax Vsm_classic ⭐ 88

SAX-VSM public release, visit our website for detail

The purpose of this project is to provide an API for manipulating time series on top of Apache Spark. Functionality includes featurization using lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, and downsampling & interpolation. This has been tested on TB-scale of historical data and is unit tested for quality purposes.

Influxgraph ⭐ 87

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

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

Pymarketstore ⭐ 85

Python driver for MarketStore

Java implementation of SAX, HOT-SAX, and EMMA

React Fusioncharts Component ⭐ 75

ReactJS component for FusionCharts JavaScript Charting library.

Stl Decomp 4j ⭐ 75

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

QoS Measurement & Dependency Graph Platform

Time series based anomaly detector

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

Tsimulus ⭐ 58

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

Tensorflow Lstm Sin ⭐ 52

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

Anomaly_detection ⭐ 52

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 ⭐ 51

Plotting and logging of real-time data for desktop.

Interp Net ⭐ 48

Interpolation-Prediction Networks for Irregularly Sampled Time Series

1-100 of 103 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