The Top 235 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 235 Time Series Open Source Projects

Categories > Data Storage > Time Series

Netdata ⭐ 52,259

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

Prometheus ⭐ 36,284

The Prometheus monitoring system and time series database.

Influxdb ⭐ 21,285

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

Tdengine ⭐ 14,738

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

Timescaledb ⭐ 10,759

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

Telegraf ⭐ 10,010

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

Falcon Plus ⭐ 6,462

An open-source and enterprise-level monitoring system.

Uplot ⭐ 6,117

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

Tsfresh ⭐ 5,558

Automatic extraction of relevant features from time series:

Graphite Web ⭐ 5,210

A highly scalable real-time graphing system

Sktime ⭐ 3,844

A unified framework for machine learning with time series

Nightingale ⭐ 3,131

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

Crate ⭐ 3,074

CrateDB is a distributed SQL database that makes it simple to store and analyze massive amounts of machine data in real-time.

Questdb ⭐ 3,057

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

Pipelinedb ⭐ 2,380

High-performance time-series aggregation for PostgreSQL

Plotjuggler ⭐ 2,178

The Time Series Visualization Tool that you deserve.

Kapacitor ⭐ 2,033

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

Pyflux ⭐ 1,866

Open source time series library for Python

Gluon Ts ⭐ 1,843

Probabilistic time series modeling in Python

Forecasting ⭐ 1,817

Time Series Forecasting Best Practices & Examples

Awesome Ts Anomaly Detection ⭐ 1,703

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

Hypertools ⭐ 1,622

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

Kaggle Web Traffic ⭐ 1,574

1st place solution

Tslearn ⭐ 1,561

A machine learning toolkit dedicated to time-series data

Griddb ⭐ 1,436

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

Carbon ⭐ 1,416

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.

Marketstore ⭐ 1,308

DataFrame Server for Financial Timeseries Data

Filodb ⭐ 1,291

Distributed Prometheus time series database

Awesome_time_series_in_python ⭐ 1,275

This curated list contains python packages for time series analysis

Neural_prophet ⭐ 1,183

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

Covid19 ⭐ 1,179

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

Whisper ⭐ 1,127

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

Informer2020 ⭐ 1,071

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Traildb ⭐ 1,028

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

Mycodo ⭐ 1,011

An environmental monitoring and regulation system

Egads ⭐ 1,004

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

Awesome Ai Ml Dl ⭐ 870

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 ⭐ 861

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

Deep Learning Time Series ⭐ 854

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

The Heroic Time Series Database

terminal-based personal organizer

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

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

Getting Things Done With Pytorch ⭐ 768

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.

Akumuli ⭐ 757

Time-series database

Rnn Time Series Anomaly Detection ⭐ 735

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

Fecon235 ⭐ 713

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

Rrdtool 1.x ⭐ 705

RRDtool 1.x - Round Robin Database

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.

ARCH models in Python

Ad_examples ⭐ 652

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.

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

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

Tidyquant ⭐ 636

Bringing financial analysis to the tidyverse

Matrixprofile Ts ⭐ 628

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

ELKI Data Mining Toolkit

Telemanom ⭐ 611

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.

Web Traffic Forecasting ⭐ 598

Kaggle | Web Traffic Forecasting 📈

Machine Learning on Sequential Data Using a Recurrent Weighted Average

Quantmod ⭐ 583

Quantitative Financial Modelling Framework

An aggregating proxy to enable HA prometheus

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

Turbopfor Integer Compression ⭐ 522

Fastest Integer Compression

Multilabel Timeseries Classification With Lstm ⭐ 520

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

Awesome Time Series Database ⭐ 504

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

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

Time Series in Go and PostgreSQL

Ucr_time_series_classification_deep_learning_baseline ⭐ 462

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

Data Science ⭐ 453

Collection of useful data science topics along with code and articles

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

Realtime Action Recognition ⭐ 442

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 !!!)

Siridb Server ⭐ 439

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.

Seglearn ⭐ 439

Python module for machine learning time series:

Tensorflow Lstm Regression ⭐ 436

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

Flow Forecast ⭐ 430

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

Python implementation of Empirical Mode Decompoisition (EMD) method

Highly comparative time-series analysis

Wavetorch ⭐ 394

🌊 Numerically solving and backpropagating through the wave equation

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

Sktime Dl ⭐ 389

sktime companion package for deep learning based on TensorFlow

A toolkit for working with time series in R

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Fast and flexible Gaussian Process regression in Python

A python library for Bayesian time series modeling

Time Series Prediction ⭐ 374

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

Tickgrinder ⭐ 373

Low-latency algorithmic trading platform written in Rust

Time Series Papers ⭐ 364

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

Accumulo backed time series database

Distributable time-series database (not actively maintained)

Spreads ⭐ 354

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

Influxdb Ruby ⭐ 352

Ruby client for InfluxDB

Deepadots ⭐ 351

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

Neuralcde ⭐ 348

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

Pytorch Ts ⭐ 347

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

Luminaire ⭐ 347

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

Deltapy ⭐ 346

DeltaPy - Tabular Data Augmentation (by @firmai)

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

Stock Trading Ml ⭐ 341

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

Atsd Use Cases ⭐ 334

Axibase Time Series Database: Usage Examples and Research Articles

Chartjs Plugin Streaming ⭐ 318

Chart.js plugin for live streaming data

1-100 of 235 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