The Top 224 Time Series 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 224 Time Series Open Source Projects

Categories > Data Storage > Time Series

Netdata ⭐ 51,142

Real-time performance monitoring, done right! https://www.netdata.cloud

Prometheus ⭐ 34,835

The Prometheus monitoring system and time series database.

Influxdb ⭐ 20,328

Scalable datastore for metrics, events, and real-time analytics

Tdengine ⭐ 14,400

An open-source big data platform designed and optimized for the Internet of Things (IoT).

Timescaledb ⭐ 10,176

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

Telegraf ⭐ 9,650

The plugin-driven server agent for collecting & reporting metrics.

Falcon Plus ⭐ 6,341

An open-source and enterprise-level monitoring system.

Uplot ⭐ 5,818

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

Tsfresh ⭐ 5,305

Automatic extraction of relevant features from time series:

Graphite Web ⭐ 5,119

A highly scalable real-time graphing system

Sktime ⭐ 3,466

A unified framework for machine learning with time series

Nightingale ⭐ 2,849

💡 A Distributed and High-Performance Monitoring System. The next generation of Open-Falcon

Pipelinedb ⭐ 2,356

High-performance time-series aggregation for PostgreSQL

Questdb ⭐ 2,254

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

Plotjuggler ⭐ 2,019

The Time Series Visualization Tool that you deserve.

Kapacitor ⭐ 1,999

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

Pyflux ⭐ 1,845

Open source time series library for Python

Forecasting ⭐ 1,696

Time Series Forecasting Best Practices & Examples

Gluon Ts ⭐ 1,677

Probabilistic time series modeling in Python

Hypertools ⭐ 1,609

A Python toolbox for gaining geometric insights into high-dimensional data

Awesome Ts Anomaly Detection ⭐ 1,560

List of tools & datasets for anomaly detection on time-series data.

Kaggle Web Traffic ⭐ 1,526

1st place solution

Tslearn ⭐ 1,446

A machine learning toolkit dedicated to time-series data

Carbon ⭐ 1,410

Carbon is one of the components of Graphite, and is responsible for receiving metrics over the network and writing them down to disk using a storage backend.

Griddb ⭐ 1,365

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

Filodb ⭐ 1,257

Distributed Prometheus time series database

Marketstore ⭐ 1,223

DataFrame Server for Financial Timeseries Data

Awesome_time_series_in_python ⭐ 1,176

This curated list contains python packages for time series analysis

Covid19 ⭐ 1,166

JSON time-series of coronavirus cases (confirmed, deaths and recovered) per country - updated daily

Whisper ⭐ 1,110

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

Neural_prophet ⭐ 1,036

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

Traildb ⭐ 1,023

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

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

The Heroic Time Series Database

An environmental monitoring and regulation system

terminal-based personal organizer

Awesome Ai Ml Dl ⭐ 806

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

Pmdarima ⭐ 798

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

Akumuli ⭐ 744

Time-series database

Scalable, event-driven, deep-learning-friendly backtesting library

A python library for easy manipulation and forecasting of time series.

Deep Learning Time Series ⭐ 698

List of papers, code and experiments using deep learning for time series forecasting

Fecon235 ⭐ 694

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

Rnn Time Series Anomaly Detection ⭐ 690

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

The AI Application Platform We All Need. Human AND Machine Intelligence. Based on experience building AI solutions at Panasonic: robotics predictive maintenance, cold-chain energy optimization, Gigafactory battery mfg, avionics, automotive cybersecurity, and more.

Getting Things Done With Pytorch ⭐ 661

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

ARCH models in Python

Ad_examples ⭐ 623

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

Matrixprofile Ts ⭐ 605

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

ELKI Data Mining Toolkit

Machine Learning on Sequential Data Using a Recurrent Weighted Average

Web Traffic Forecasting ⭐ 590

Kaggle | Web Traffic Forecasting 📈

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

Quantmod ⭐ 565

Quantitative Financial Modelling Framework

Telemanom ⭐ 560

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

An aggregating proxy to enable HA prometheus

Multilabel Timeseries Classification With Lstm ⭐ 514

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

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

Turbopfor Integer Compression ⭐ 510

Fastest Integer Compression

Time Series in Go and PostgreSQL

Awesome Time Series Database ⭐ 479

🕖 A curated list of awesome time series databases, benchmarks and papers

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

Ucr_time_series_classification_deep_learning_baseline ⭐ 445

Fully Convlutional Neural Networks for state-of-the-art time series classification

Siridb Server ⭐ 431

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.

Tensorflow Lstm Regression ⭐ 431

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

Seglearn ⭐ 413

Python module for machine learning time series:

Python implementation of Empirical Mode Decompoisition (EMD) method

Highly comparative time-series analysis

Realtime Action Recognition ⭐ 384

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

Wavetorch ⭐ 379

🌊 Numerically solving and backpropagating through the wave equation

Fast and flexible Gaussian Process regression in Python

Accumulo backed time series database

Tickgrinder ⭐ 353

Low-latency algorithmic trading platform written in Rust

A python library for Bayesian time series modeling

Sktime Dl ⭐ 352

sktime companion package for deep learning based on TensorFlow

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

A toolkit for working with time series in R

Time Series Papers ⭐ 350

List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法

Distributable time-series database (not actively maintained)

Influxdb Ruby ⭐ 349

Ruby client for InfluxDB

Spreads ⭐ 348

Series and Panels for Real-time and Exploratory Analysis of Data Streams

Deltapy ⭐ 336

DeltaPy - Tabular Data Augmentation (by @firmai)

Atsd Use Cases ⭐ 335

Axibase Time Series Database: Usage Examples and Research Articles

AtsPy: Automated Time Series Models in Python (by @firmai)

Neuralcde ⭐ 321

Code for "Neural Controlled Differential Equations for Irregular Time Series"

Deepadots ⭐ 310

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

Synthetic Data Generation for tabular, relational and time series data.

Time Series Prediction ⭐ 301

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

Chartjs Plugin Streaming ⭐ 297

Chart.js plugin for live streaming data

Soft Dtw ⭐ 291

Python implementation of soft-DTW.

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

Stock Trading Ml ⭐ 277

A stock trading bot that uses machine learning to make price predictions.

Pytorch Ts ⭐ 276

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

Time Series Deep Learning State Of The Art ⭐ 274

Scientific time series and deep learning state of the art

Anomalize ⭐ 257

Tidy anomaly detection

Chronix.server ⭐ 256

The Chronix Server implementation that is based on Apache Solr.

Time Series Machine Learning ⭐ 252

Machine learning models for time series analysis

Flow Forecast ⭐ 250

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

1-100 of 224 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