Awesome Open Source
Awesome Open Source
Combined Topics
time-series
x
Advertising
📦 10
All Projects
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
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
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
Heroic
⭐
839
The Heroic Time Series Database
Void
⭐
836
terminal-based personal organizer
Darts
⭐
806
A python library for easy manipulation and forecasting of time series.
Btgym
⭐
774
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
H1st
⭐
696
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
⭐
683
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.
Dcrnn
⭐
652
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
Adtk
⭐
640
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
⭐
619
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 📈
Rwa
⭐
594
Machine Learning on Sequential Data Using a Recurrent Weighted Average
Quantmod
⭐
583
Quantitative Financial Modelling Framework
Promxy
⭐
580
An aggregating proxy to enable HA prometheus
Tsbs
⭐
568
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
Rgan
⭐
486
Recurrent (conditional) generative adversarial networks for generating real-valued time series data.
Tgres
⭐
482
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
Tsai
⭐
446
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).
Pyemd
⭐
420
Python implementation of Empirical Mode Decompoisition (EMD) method
Hctsa
⭐
414
Highly comparative time-series analysis
Wavetorch
⭐
394
🌊 Numerically solving and backpropagating through the wave equation
Sdv
⭐
389
Synthetic Data Generation for tabular, relational and time series data.
Sktime Dl
⭐
389
sktime companion package for deep learning based on TensorFlow
Timetk
⭐
388
A toolkit for working with time series in R
Orbit
⭐
384
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
George
⭐
380
Fast and flexible Gaussian Process regression in Python
Pydlm
⭐
380
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
Timely
⭐
358
Accumulo backed time series database
Ceres
⭐
354
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
⭐
345
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
Next >
Advertising
📦 10
All Projects
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
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
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