Awesome Open Source
Awesome Open Source
Combined Topics
time-series x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 2,021 Time Series Open Source Projects on Github

Categories > Data Storage > Time Series
Netdata ⭐ 57,479
Real-time performance monitoring, done right! https://www.netdata.cloud
Prometheus ⭐ 40,626
The Prometheus monitoring system and time series database.
Influxdb ⭐ 22,776
Scalable datastore for metrics, events, and real-time analytics
Tdengine ⭐ 17,594
An open-source big data platform designed and optimized for the Internet of Things (IoT).
Timescaledb ⭐ 12,395
An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
Telegraf ⭐ 11,081
The plugin-driven server agent for collecting & reporting metrics.
Questdb ⭐ 7,857
An open source SQL database designed to process time series data, faster
Uplot ⭐ 6,874
📈 A small, fast chart for time series, lines, areas, ohlc & bars
Falcon Plus ⭐ 6,772
An open-source and enterprise-level monitoring system.
Tsfresh ⭐ 6,085
Automatic extraction of relevant features from time series:
Graphite Web ⭐ 5,416
A highly scalable real-time graphing system
Pycaret ⭐ 5,004
An open-source, low-code machine learning library in Python
Sktime ⭐ 4,882
A unified framework for machine learning with time series
Nightingale ⭐ 4,175
💡 A Distributed and High-Performance Monitoring System. Prometheus enterprise UI
Darts ⭐ 3,440
A python library for easy manipulation and forecasting of time series.
Crate ⭐ 3,276
CrateDB is a distributed SQL database that makes it simple to store and analyze massive amounts of machine data in real-time.
Mtail ⭐ 3,050
extract internal monitoring data from application logs for collection in a timeseries database
Dygraphs ⭐ 2,945
Interactive visualizations of time series using JavaScript and the HTML canvas tag
Plotjuggler ⭐ 2,670
The Time Series Visualization Tool that you deserve.
Arctic ⭐ 2,563
High performance datastore for time series and tick data
Gluon Ts ⭐ 2,398
Probabilistic time series modeling in Python
Merlion ⭐ 2,360
Merlion: A Machine Learning Framework for Time Series Intelligence
Deepdetect ⭐ 2,317
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Pipelinedb ⭐ 2,303
High-performance time-series aggregation for PostgreSQL
Forecasting ⭐ 2,122
Time Series Forecasting Best Practices & Examples
Kapacitor ⭐ 2,104
Open source framework for processing, monitoring, and alerting on time series data
Awesome Ts Anomaly Detection ⭐ 2,068
List of tools & datasets for anomaly detection on time-series data.
Neural_prophet ⭐ 2,017
NeuralProphet: A simple forecasting package
Informer2020 ⭐ 1,996
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Tslearn ⭐ 1,896
A machine learning toolkit dedicated to time-series data
Pyflux ⭐ 1,871
Open source time series library for Python
Mycodo ⭐ 1,835
An environmental monitoring and regulation system
Iotdb ⭐ 1,759
Apache IoTDB
Pytorch Forecasting ⭐ 1,678
Time series forecasting with PyTorch
Hypertools ⭐ 1,654
A Python toolbox for gaining geometric insights into high-dimensional data
Kairosdb ⭐ 1,636
Fast scalable time series database
Tsai ⭐ 1,626
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Griddb ⭐ 1,613
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
Vectorbt ⭐ 1,597
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
Awesome_time_series_in_python ⭐ 1,524
This curated list contains python packages for time series analysis
Marketstore ⭐ 1,521
DataFrame Server for Financial Timeseries Data
Data Science ⭐ 1,458
Collection of useful data science topics along with code and articles
Carbon ⭐ 1,417
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.
Kaggle Web Traffic ⭐ 1,402
1st place solution
Deep Learning Time Series ⭐ 1,387
List of papers, code and experiments using deep learning for time series forecasting
Filodb ⭐ 1,327
Distributed Prometheus time series database
Sentinl ⭐ 1,243
Kibana Alert & Report App for Elasticsearch
Covid19 ⭐ 1,218
JSON time-series of coronavirus cases (confirmed, deaths and recovered) per country - updated daily
Orbit ⭐ 1,190
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Whisper ⭐ 1,131
Whisper is a file-based time-series database format for Graphite.
Facette ⭐ 1,122
Time series data visualization software
Pyts ⭐ 1,115
A Python package for time series classification
Pmdarima ⭐ 1,105
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Alibi Detect ⭐ 1,103
Algorithms for outlier, adversarial and drift detection
Eventql ⭐ 1,073
Distributed "massively parallel" SQL query engine
Egads ⭐ 1,052
A Java package to automatically detect anomalies in large scale time-series data
Awesome Ai Ml Dl ⭐ 1,001
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
Traildb ⭐ 987
TrailDB is an efficient tool for storing and querying series of events
Void ⭐ 899
terminal-based personal organizer
Getting Things Done With Pytorch ⭐ 873
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.
Promscale ⭐ 869
The open-source observability backend for metrics and traces powered by SQL 🚀
Flow Forecast ⭐ 866
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Node Influx ⭐ 855
📈 The InfluxDB Client for Node.js and Browsers
Arch ⭐ 848
ARCH models in Python
Heroic ⭐ 838
The Heroic Time Series Database
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
Flint ⭐ 796
A Time Series Library for Apache Spark
Pcp ⭐ 779
Performance Co-Pilot
Tsbs ⭐ 778
Time Series Benchmark Suite, a tool for comparing and evaluating databases for time series data
Rnn Time Series Anomaly Detection ⭐ 769
RNN based Time-series Anomaly detector model implemented in Pytorch.
Datastream.io ⭐ 761
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
Rrdtool 1.x ⭐ 759
RRDtool 1.x - Round Robin Database
H1st ⭐ 748
Power Tools for AI Engineers With Deadlines
Go Carbon ⭐ 743
Golang implementation of Graphite/Carbon server with classic architecture: Agent -> Cache -> Persister
React Timeseries Charts ⭐ 738
Declarative and modular timeseries charting components for React
Promxy ⭐ 728
An aggregating proxy to enable HA prometheus
Tidyquant ⭐ 708
Bringing financial analysis to the tidyverse
Dcrnn ⭐ 700
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
Akumuli ⭐ 698
Time-series database
Spiceai ⭐ 697
Build apps that learn and adapt. Time series AI for developers.
Adtk ⭐ 686
A Python toolkit for rule-based/unsupervised anomaly detection in time series
Ad_examples ⭐ 678
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.
Redistimeseries ⭐ 678
Time Series data structure for Redis
Elki ⭐ 673
ELKI Data Mining Toolkit
Dtaidistance ⭐ 667
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
Quantmod ⭐ 628
Quantitative Financial Modelling Framework
Sdv ⭐ 624
Synthetic Data Generation for tabular, relational and time series data.
Tstorage ⭐ 624
An embedded time-series database
Fecon235 ⭐ 622
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
Rwa ⭐ 595
Machine Learning on Sequential Data Using a Recurrent Weighted Average
Turbopfor Integer Compression ⭐ 569
Fastest Integer Compression
Ydata Synthetic ⭐ 565
Synthetic structured data generators
Matrixprofile Ts ⭐ 556
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
Chartjs Chart Financial ⭐ 555
Chart.js module for charting financial securities
Awesome Time Series Database ⭐ 554
🕖 A curated list of awesome time series databases, benchmarks and papers
Web Traffic Forecasting ⭐ 552
Kaggle | Web Traffic Forecasting 📈
Pytorch Ts ⭐ 551
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
K Nearest Neighbors With Dynamic Time Warping ⭐ 540
Python implementation of KNN and DTW classification algorithm
Pyemd ⭐ 526
Python implementation of Empirical Mode Decompoisition (EMD) method
Luminaire ⭐ 517
Luminaire is a python package that provides ML driven solutions for monitoring time series data.
1-100 of 2,021 projects

Related Projects

Python Time Series Projects (738)
Jupyter Notebook Time Series Projects (480)
Machine Learning Time Series Projects (369)
R Time Series Projects (265)
Deep Learning Time Series Projects (232)
Time Series Forecasting Projects (202)
Python Machine Learning Time Series Projects (185)
Time Series Analysis Projects (23)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
Privacy policy
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2022