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The Top 249 Time Series Open Source Projects
Categories
>
Data Storage
>
Time Series
Netdata
⭐
55,363
Real-time performance monitoring, done right! https://www.netdata.cloud
Prometheus
⭐
37,846
The Prometheus monitoring system and time series database.
Influxdb
⭐
21,823
Scalable datastore for metrics, events, and real-time analytics
Tdengine
⭐
15,750
An open-source big data platform designed and optimized for the Internet of Things (IoT).
Timescaledb
⭐
11,425
An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
Telegraf
⭐
10,367
The plugin-driven server agent for collecting & reporting metrics.
Falcon Plus
⭐
6,616
An open-source and enterprise-level monitoring system.
Uplot
⭐
6,479
📈 A small, fast chart for time series, lines, areas, ohlc & bars
Tsfresh
⭐
5,813
Automatic extraction of relevant features from time series:
Graphite Web
⭐
5,290
A highly scalable real-time graphing system
Sktime
⭐
4,272
A unified framework for machine learning with time series
Questdb
⭐
4,197
An open source SQL database designed to process time series data, faster
Nightingale
⭐
3,633
💡 A Distributed and High-Performance Monitoring System. The next generation of Open-Falcon
Crate
⭐
3,145
CrateDB is a distributed SQL database that makes it simple to store and analyze massive amounts of machine data in real-time.
Pipelinedb
⭐
2,409
High-performance time-series aggregation for PostgreSQL
Plotjuggler
⭐
2,386
The Time Series Visualization Tool that you deserve.
Deepdetect
⭐
2,255
Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Kapacitor
⭐
2,062
Open source framework for processing, monitoring, and alerting on time series data
Gluon Ts
⭐
2,030
Probabilistic time series modeling in Python
Forecasting
⭐
1,954
Time Series Forecasting Best Practices & Examples
Pyflux
⭐
1,890
Open source time series library for Python
Awesome Ts Anomaly Detection
⭐
1,855
List of tools & datasets for anomaly detection on time-series data.
Tslearn
⭐
1,723
A machine learning toolkit dedicated to time-series data
Hypertools
⭐
1,657
A Python toolbox for gaining geometric insights into high-dimensional data
Kaggle Web Traffic
⭐
1,613
1st place solution
Informer2020
⭐
1,566
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Griddb
⭐
1,496
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
Mycodo
⭐
1,486
An environmental monitoring and regulation system
Carbon
⭐
1,426
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
⭐
1,401
DataFrame Server for Financial Timeseries Data
Awesome_time_series_in_python
⭐
1,396
This curated list contains python packages for time series analysis
Neural_prophet
⭐
1,328
NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch
Filodb
⭐
1,307
Distributed Prometheus time series database
Darts
⭐
1,254
A python library for easy manipulation and forecasting of time series.
Covid19
⭐
1,198
JSON time-series of coronavirus cases (confirmed, deaths and recovered) per country - updated daily
Whisper
⭐
1,133
Whisper is a file-based time-series database format for Graphite.
Deep Learning Time Series
⭐
1,058
List of papers, code and experiments using deep learning for time series forecasting
Traildb
⭐
1,033
TrailDB is an efficient tool for storing and querying series of events
Egads
⭐
1,023
A Java package to automatically detect anomalies in large scale time-series data
Pmdarima
⭐
936
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Getting Things Done With Pytorch
⭐
936
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.
Awesome Ai Ml Dl
⭐
923
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
Data Science
⭐
885
Collection of useful data science topics along with code and articles
Void
⭐
864
terminal-based personal organizer
Heroic
⭐
841
The Heroic Time Series Database
Btgym
⭐
817
Scalable, event-driven, deep-learning-friendly backtesting library
Alibi Detect
⭐
782
Algorithms for outlier, adversarial and drift detection
Rnn Time Series Anomaly Detection
⭐
769
RNN based Time-series Anomaly detector model implemented in Pytorch.
Akumuli
⭐
767
Time-series database
Arch
⭐
763
ARCH models in Python
Fecon235
⭐
729
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
H1st
⭐
727
Power Tools for AI Engineers With Deadlines
Rrdtool 1.x
⭐
722
RRDtool 1.x - Round Robin Database
Dcrnn
⭐
705
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
Adtk
⭐
694
A Python toolkit for rule-based/unsupervised anomaly detection in time series
Ad_examples
⭐
691
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.
Tsai
⭐
675
Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
Tidyquant
⭐
673
Bringing financial analysis to the tidyverse
Telemanom
⭐
660
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.
Tsbs
⭐
660
Time Series Benchmark Suite, a tool for comparing and evaluating databases for time series data
Matrixprofile Ts
⭐
644
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
Elki
⭐
642
ELKI Data Mining Toolkit
Promxy
⭐
637
An aggregating proxy to enable HA prometheus
Orbit
⭐
612
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Flow Forecast
⭐
610
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Quantmod
⭐
608
Quantitative Financial Modelling Framework
Web Traffic Forecasting
⭐
607
Kaggle | Web Traffic Forecasting 📈
Rwa
⭐
596
Machine Learning on Sequential Data Using a Recurrent Weighted Average
Turbopfor Integer Compression
⭐
545
Fastest Integer Compression
Awesome Time Series Database
⭐
533
🕖 A curated list of awesome time series databases, benchmarks and papers
Multilabel Timeseries Classification With Lstm
⭐
524
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
Realtime Action Recognition
⭐
509
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 !!!)
Rgan
⭐
503
Recurrent (conditional) generative adversarial networks for generating real-valued time series data.
Tstorage
⭐
495
A fast time-series database engine
Tgres
⭐
483
Time Series in Go and PostgreSQL
Ucr_time_series_classification_deep_learning_baseline
⭐
480
Fully Convlutional Neural Networks for state-of-the-art time series classification
Seglearn
⭐
469
Python module for machine learning time series:
Sdv
⭐
469
Synthetic Data Generation for tabular, relational and time series data.
Pyemd
⭐
461
Python implementation of Empirical Mode Decompoisition (EMD) method
Siridb Server
⭐
453
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.
Pytorch Ts
⭐
452
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
Sktime Dl
⭐
443
sktime companion package for deep learning based on TensorFlow
Hctsa
⭐
438
Highly comparative time-series analysis
Tensorflow Lstm Regression
⭐
433
Sequence prediction using recurrent neural networks(LSTM) with TensorFlow
Timetk
⭐
424
A toolkit for working with time series in R
Time Series Prediction
⭐
423
A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats
Wavetorch
⭐
414
🌊 Numerically solving and backpropagating through the wave equation
Luminaire
⭐
403
Luminaire is a python package that provides ML driven solutions for monitoring time series data.
Pydlm
⭐
397
A python library for Bayesian time series modeling
George
⭐
391
Fast and flexible Gaussian Process regression in Python
Tickgrinder
⭐
391
Low-latency algorithmic trading platform written in Rust
Time Series Papers
⭐
385
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
Stock Trading Ml
⭐
383
A stock trading bot that uses machine learning to make price predictions.
Deepadots
⭐
373
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Neuralcde
⭐
368
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
Atspy
⭐
367
AtsPy: Automated Time Series Models in Python (by @firmai)
Deltapy
⭐
362
DeltaPy - Tabular Data Augmentation (by @firmai)
Spreads
⭐
359
Series and Panels for Real-time and Exploratory Analysis of Data Streams
Timely
⭐
357
Accumulo backed time series database
Influxdb Ruby
⭐
355
Ruby client for InfluxDB
1-100 of 249 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