The Top 104 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 104 Timeseries Open Source Projects

Categories > Data Storage > Timeseries

Uplot ⭐ 6,479

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

Dygraphs ⭐ 2,933

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

Mtail ⭐ 2,858

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

Arctic ⭐ 2,346

High performance datastore for time series and tick data

Tslearn ⭐ 1,723

A machine learning toolkit dedicated to time-series data

Kaggle Web Traffic ⭐ 1,614

1st place solution

Kairosdb ⭐ 1,610

Fast scalable time series database

Griddb ⭐ 1,495

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

Iotdb ⭐ 1,491

Neural_prophet ⭐ 1,325

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

Sentinl ⭐ 1,251

Kibana Alert & Report App for Elasticsearch

Pytorch Forecasting ⭐ 1,224

Time series forecasting with PyTorch

Eventql ⭐ 1,140

Distributed "massively parallel" SQL query engine

Facette ⭐ 1,121

Time series data visualization software

A Python package for time series classification

A Time Series Library for Apache Spark

Node Influx ⭐ 839

📈 The InfluxDB Client for Node.js and Browsers

Datastream.io ⭐ 839

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

Performance Co-Pilot

Go Carbon ⭐ 726

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

React Timeseries Charts ⭐ 721

Declarative and modular timeseries charting components for React

Ad_examples ⭐ 689

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 ⭐ 672

Bringing financial analysis to the tidyverse

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

K Nearest Neighbors With Dynamic Time Warping ⭐ 634

Python implementation of KNN and DTW classification algorithm

Redistimeseries ⭐ 595

Time Series data structure for Redis

Dtaidistance ⭐ 576

Time series distances: Dynamic Time Warping (DTW)

Lstm Fcn ⭐ 517

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

Chartjs Chart Financial ⭐ 511

Chart.js module for charting financial securities

Siridb Server ⭐ 452

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

Predictive Maintenance Using Lstm ⭐ 382

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

Deepdow ⭐ 381

Portfolio optimization with deep learning.

Deepadots ⭐ 373

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

Ydata Synthetic ⭐ 373

Synthetic structured data generators

Cloudinsight Agent ⭐ 363

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

Pystore ⭐ 354

Fast data store for Pandas time-series data

Transformer ⭐ 351

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

Mlstm Fcn ⭐ 334

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Skyline ⭐ 322

Anomaly detection

Hastic Server ⭐ 313

Hastic data management server for analyzing patterns and anomalies from Grafana

Tsstudio ⭐ 294

Tools for time series analysis and forecasting

Modeltime ⭐ 273

Modeltime unlocks time series forecast models and machine learning in one framework

Gnocchi ⭐ 269

Timeseries database

Lightkurve ⭐ 260

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

Influxdb Client Python ⭐ 253

InfluxDB 2.0 python client

Carbonapi ⭐ 251

Implementation of graphite API (graphite-web) in golang

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

Tsmoothie ⭐ 241

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

Anomalydetection ⭐ 238

Twitter's Anomaly Detection in Pure Python

Timeseries Clustering Vae ⭐ 238

Variational Recurrent Autoencoder for timeseries clustering in pytorch

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

Timeseries_fastai ⭐ 225

fastai V2 implementation of Timeseries classification papers.

Timesynth ⭐ 204

A Multipurpose Library for Synthetic Time Series Generation in Python

Redis Timeseries ⭐ 197

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

Flot Downsample ⭐ 196

Downsample plugin for Flot charts.

Immutable timeseries data structures built with Typescript

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.

Tibbletime ⭐ 178

Time-aware tibbles

Hastic Grafana App ⭐ 170

Hastic data management server for labeling patterns and anomalies in Grafana

Metrics ⭐ 167

Metrics Query Engine

Remixautoml ⭐ 167

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

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

Java Timeseries ⭐ 161

Time series analysis in Java

Influxdb Client Csharp ⭐ 161

InfluxDB 2.0 C# Client

Gorilla Tsc ⭐ 156

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

Influxdb Client Java ⭐ 155

InfluxDB 2 JVM Based Clients

Simplestockanalysispython ⭐ 154

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

Extending broom for time series forecasting

Indicators.jl ⭐ 147

Financial market technical analysis & indicators in Julia

Carbon Clickhouse ⭐ 145

Graphite metrics receiver with ClickHouse as storage

Lstm Autoencoders ⭐ 125

Anomaly detection for streaming data using autoencoders

Doppelganger ⭐ 123

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

Analyzing_neural_time_series ⭐ 122

python implementations of Analyzing Neural Time Series Textbook

Plotille ⭐ 119

Plot in the terminal using braille dots.

Timeseriesadmin ⭐ 110

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

Stingray ⭐ 109

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

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.

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

Stocks Pattern Analyzer ⭐ 106

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

Repo 2016 ⭐ 105

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

Keras Video Classifier ⭐ 103

Keras implementation of video classifier

Brein Time Utilities ⭐ 97

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

R interface to fast.ai

Stl Decomp 4j ⭐ 91

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

Sax Vsm_classic ⭐ 88

SAX-VSM public release, visit our website for detail

Influxgraph ⭐ 88

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

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

Pymarketstore ⭐ 87

Python driver for MarketStore

React Fusioncharts Component ⭐ 79

ReactJS component for FusionCharts JavaScript Charting library.

Java implementation of SAX, HOT-SAX, and EMMA

QoS Measurement & Dependency Graph Platform

Time series based anomaly detector

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

Tsimulus ⭐ 60

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

Anomaly_detection ⭐ 53

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.

Tensorflow Lstm Sin ⭐ 52

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

Lognplot ⭐ 52

Plotting and logging of real-time data for desktop.

1-100 of 104 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