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The Top 4,288 Time Series Open Source Projects

Categories > Data Storage > Time Series
Netdata ⭐ 61,392
Real-time performance monitoring, done right! https://www.netdata.cloud
most recent commit 6 hours ago
Prometheus ⭐ 45,858
The Prometheus monitoring system and time series database.
dependent packages 594total releases 703most recent commit 7 hours ago
Influxdb ⭐ 24,580
Scalable datastore for metrics, events, and real-time analytics
dependent packages 1,037total releases 639most recent commit a day ago
Tdengine ⭐ 20,189
TDengine is an open source, high-performance, cloud native time-series database optimized for Internet of Things (IoT), Connected Cars, Industrial IoT and DevOps.
dependent packages 1total releases 12most recent commit 6 hours agonpm td2.0-connector} Downloads
Timescaledb ⭐ 14,148
An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
most recent commit 6 hours ago
Telegraf ⭐ 12,279
The plugin-driven server agent for collecting & reporting metrics.
dependent packages 60total releases 476most recent commit 7 hours ago
Questdb ⭐ 9,748
An open source time-series database for fast ingest and SQL queries
dependent packages 1total releases 38most recent commit 6 hours ago
Uplot ⭐ 7,483
📈 A small, fast chart for time series, lines, areas, ohlc & bars
dependent packages 23total releases 53most recent commit 2 days agonpm uplot} Downloads
Falcon Plus ⭐ 6,972
An open-source and enterprise-level monitoring system.
most recent commit 2 months ago
Pycaret ⭐ 6,625
An open-source, low-code machine learning library in Python
dependent packages 13total releases 83most recent commit 2 days agopypi pycaret} Downloads
Sktime ⭐ 5,958
A unified framework for machine learning with time series
most recent commit a day ago
Nightingale ⭐ 5,675
An enterprise-level cloud-native monitoring system, which can be used as drop-in replacement of Prometheus for alerting and Grafana for visualization.
dependent packages 2total releases 158most recent commit 13 hours ago
Graphite Web ⭐ 5,558
A highly scalable real-time graphing system
most recent commit a month ago
Autogluon ⭐ 5,129
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
most recent commit 13 hours ago
Darts ⭐ 5,106
A python library for easy manipulation and forecasting of time series.
dependent packages 7total releases 25most recent commit 6 hours agopypi darts} Downloads
Crate ⭐ 3,563
CrateDB is a distributed SQL database that makes it simple to store and analyze massive amounts of machine data in real-time. Built on top of Lucene.
dependent packages 1total releases 13most recent commit 14 hours ago
Mtail ⭐ 3,368
extract internal monitoring data from application logs for collection in a timeseries database
total releases 50most recent commit a month ago
Anomalydetection ⭐ 3,367
Anomaly Detection with R
most recent commit 3 years ago
Bosun ⭐ 3,198
Time Series Alerting Framework
dependent packages 2total releases 10most recent commit a year ago
Gluonts ⭐ 3,197
Probabilistic time series modeling in Python
dependent packages 7total releases 58most recent commit 9 hours agopypi gluonts} Downloads
Plotjuggler ⭐ 3,175
The Time Series Visualization Tool that you deserve.
most recent commit 7 days ago
Dygraphs ⭐ 2,996
Interactive visualizations of time series using JavaScript and the HTML canvas tag
most recent commit 2 months ago
Data Science ⭐ 2,933
Collection of useful data science topics along with code and articles
most recent commit a day ago
Graphene ⭐ 2,915
Graphene is a realtime dashboard & graphing toolkit based on D3 and Backbone.
most recent commit 9 years ago
Iotdb ⭐ 2,912
Apache IoTDB
dependent packages 7total releases 16most recent commit 7 hours ago
Arctic ⭐ 2,832
High performance datastore for time series and tick data
dependent packages 13total releases 90most recent commit 17 days agopypi arctic} Downloads
Merlion ⭐ 2,800
Merlion: A Machine Learning Framework for Time Series Intelligence
total releases 14most recent commit a day ago
Tsai ⭐ 2,773
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 1total releases 41most recent commit 9 hours agopypi tsai} Downloads
Neural_prophet ⭐ 2,676
NeuralProphet: A simple forecasting package
total releases 7most recent commit 18 hours ago
Pytorch Forecasting ⭐ 2,447
Time series forecasting with PyTorch
dependent packages 4total releases 33most recent commit 7 days agopypi pytorch-forecasting} Downloads
Deepdetect ⭐ 2,413
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
most recent commit 15 days ago
Vectorbt ⭐ 2,404
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
dependent packages 9total releases 55most recent commit 4 days agopypi vectorbt} Downloads
Forecasting ⭐ 2,389
Time Series Forecasting Best Practices & Examples
most recent commit 17 days ago
Awesome Ts Anomaly Detection ⭐ 2,320
List of tools & datasets for anomaly detection on time-series data.
most recent commit 3 months ago
Tslearn ⭐ 2,303
A machine learning toolkit dedicated to time-series data
total releases 6most recent commit 3 days ago
Pipelinedb ⭐ 2,303
High-performance time-series aggregation for PostgreSQL
most recent commit 4 years ago
Informer2020 ⭐ 2,274
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 8 months ago
Mycodo ⭐ 2,266
An environmental monitoring and regulation system
most recent commit a day ago
Smoothie ⭐ 2,171
Smoothie Charts: smooooooth JavaScript charts for realtime streaming data
dependent packages 10total releases 22most recent commit 5 months agonpm smoothie} Downloads
Kapacitor ⭐ 2,166
Open source framework for processing, monitoring, and alerting on time series data
dependent packages 7total releases 165most recent commit 19 hours ago
Statsforecast ⭐ 2,015
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 5total releases 11most recent commit 7 hours agopypi statsforecast} Downloads
Greptimedb ⭐ 1,891
GreptimeDB, an open-source, cloud-native, distributed time-series database.
most recent commit 6 hours ago
Griddb ⭐ 1,891
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
total releases 7most recent commit a month ago
Pyflux ⭐ 1,871
Open source time series library for Python
dependent packages 1total releases 35most recent commit 4 years agopypi pyflux} Downloads
Deep Learning Time Series ⭐ 1,811
List of papers, code and experiments using deep learning for time series forecasting
most recent commit 3 months ago
Hypertools ⭐ 1,743
A Python toolbox for gaining geometric insights into high-dimensional data
dependent packages 1total releases 21most recent commit 10 months agopypi hypertools} Downloads
Awesome_time_series_in_python ⭐ 1,726
This curated list contains python packages for time series analysis
most recent commit 3 months ago
Kairosdb ⭐ 1,671
Fast scalable time series database
most recent commit a month ago
Marketstore ⭐ 1,656
DataFrame Server for Financial Timeseries Data
total releases 51most recent commit a month ago
Alibi Detect ⭐ 1,610
Algorithms for outlier, adversarial and drift detection
dependent packages 4total releases 25most recent commit 14 hours agopypi alibi-detect} Downloads
Orbit ⭐ 1,539
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 17most recent commit 8 days agopypi orbit-ml} Downloads
Causalimpact ⭐ 1,484
An R package for causal inference in time series
dependent packages 2total releases 8most recent commit a month ago
Carbon ⭐ 1,448
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.
most recent commit 7 months ago
Kaggle Web Traffic ⭐ 1,402
1st place solution
most recent commit 4 years ago
Pyts ⭐ 1,390
A Python package for time series classification
dependent packages 9total releases 18most recent commit 3 days agopypi pyts} Downloads
Filodb ⭐ 1,365
Distributed Prometheus time series database
most recent commit 21 hours ago
Sentinl ⭐ 1,300
Kibana Alert & Report App for Elasticsearch
most recent commit 4 months ago
Pmdarima ⭐ 1,274
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
dependent packages 45total releases 21most recent commit a month agopypi pmdarima} Downloads
Promscale ⭐ 1,261
Promscale is a unified metric and trace observability backend for Prometheus, Jaeger and OpenTelemetry built on PostgreSQL and TimescaleDB.
dependent packages 7total releases 80most recent commit 9 hours ago
Covid19 ⭐ 1,231
JSON time-series of coronavirus cases (confirmed, deaths and recovered) per country - updated daily
most recent commit 12 hours ago
Flow Forecast ⭐ 1,219
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 2 days ago
Sdv ⭐ 1,171
Synthetic Data Generation for tabular, relational and time series data.
dependent packages 5total releases 73most recent commit 18 hours agopypi sdv} Downloads
Whisper ⭐ 1,171
Whisper is a file-based time-series database format for Graphite.
total releases 5most recent commit 4 months ago
Spark Timeseries ⭐ 1,147
A library for time series analysis on Apache Spark
total releases 2most recent commit 2 years ago
Facette ⭐ 1,122
Time series data visualization software
total releases 5most recent commit a year ago
Cnosdb ⭐ 1,101
An Open Source Distributed Time Series Database with high performance, high compression ratio and high usability.
total releases 12most recent commit 8 hours ago
Awesome Ai Ml Dl ⭐ 1,085
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
most recent commit 4 months ago
Eventql ⭐ 1,073
Distributed "massively parallel" SQL query engine
total releases 2most recent commit 6 years ago
Crane ⭐ 1,064
Crane is a FinOps Platform for Cloud Resource Analytics and Economics in Kubernetes clusters. The goal is not only help user to manage cloud cost easier but also ensure the quality of applications. https://gocrane.io/
total releases 12most recent commit 10 hours ago
Egads ⭐ 1,052
A Java package to automatically detect anomalies in large scale time-series data
total releases 2most recent commit a year ago
Luminol ⭐ 1,043
Anomaly Detection and Correlation library
dependent packages 1total releases 5most recent commit 3 months agopypi luminol} Downloads
Neuralforecast ⭐ 1,015
Scalable and user friendly neural :brain: forecasting algorithms.
total releases 9most recent commit 20 hours ago
Arch ⭐ 1,013
ARCH models in Python
dependent packages 27total releases 36most recent commit 23 days agopypi arch} Downloads
Traildb ⭐ 987
TrailDB is an efficient tool for storing and querying series of events
most recent commit 3 years ago
Void ⭐ 899
terminal-based personal organizer
total releases 44most recent commit a year ago
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.
most recent commit a year ago
Promxy ⭐ 870
An aggregating proxy to enable HA prometheus
total releases 93most recent commit 8 days ago
Node Influx ⭐ 865
📈 The InfluxDB Client for Node.js and Browsers
dependent packages 247total releases 58most recent commit 11 hours agonpm influx} Downloads
State Spaces ⭐ 855
Sequence Modeling with Structured State Spaces
most recent commit 16 days ago
Pcp ⭐ 852
Performance Co-Pilot
most recent commit 20 hours ago
Heroic ⭐ 838
The Heroic Time Series Database
most recent commit 2 years ago
Ydata Synthetic ⭐ 832
Synthetic structured data generators
total releases 21most recent commit a day ago
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
most recent commit a year ago
Rrdtool 1.x ⭐ 811
RRDtool 1.x - Round Robin Database
total releases 2most recent commit 16 days ago
React Timeseries Charts ⭐ 803
Declarative and modular timeseries charting components for React
dependent packages 8total releases 37most recent commit 9 days agonpm react-timeseries-charts} Downloads
Time Series Transformers Review ⭐ 798
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
most recent commit 3 days ago
Dtaidistance ⭐ 797
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
dependent packages 9total releases 44most recent commit 22 days agopypi dtaidistance} Downloads
Redistimeseries ⭐ 797
Time Series data structure for Redis
most recent commit 9 hours ago
Akumuli ⭐ 796
Time-series database
most recent commit 4 months ago
Flint ⭐ 796
A Time Series Library for Apache Spark
most recent commit 3 years ago
Telemanom ⭐ 793
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.
most recent commit 5 months ago
Autoformer ⭐ 788
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
most recent commit 11 days ago
Tsbs ⭐ 785
Time Series Benchmark Suite, a tool for comparing and evaluating databases for time series data
dependent packages 1total releases 12most recent commit 10 months ago
Spiceai ⭐ 772
Build apps that learn and adapt. Time series AI for developers.
total releases 49most recent commit a day ago
Tods ⭐ 771
TODS: An Automated Time-series Outlier Detection System
most recent commit 17 days ago
Rnn Time Series Anomaly Detection ⭐ 769
RNN based Time-series Anomaly detector model implemented in Pytorch.
most recent commit a year ago
Tidyquant ⭐ 767
Bringing financial analysis to the tidyverse
dependent packages 14total releases 19most recent commit 23 days ago
Go Carbon ⭐ 766
Golang implementation of Graphite/Carbon server with classic architecture: Agent -> Cache -> Persister
total releases 47most recent commit a month ago
H1st ⭐ 764
Power Tools for AI Engineers With Deadlines
most recent commit 2 months ago
Datastream.io ⭐ 761
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
most recent commit 3 years ago
1-100 of 4,288 projects
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