Awesome Open Source
Awesome Open Source
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The Top 95 Timeseries Open Source Projects
Categories
>
Data Storage
>
Timeseries
Uplot
⭐
5,834
📈 A small, fast chart for time series, lines, areas, ohlc & bars
Dygraphs
⭐
2,887
Interactive visualizations of time series using JavaScript and the HTML canvas tag
Mtail
⭐
2,661
extract whitebox monitoring data from application logs for collection in a timeseries database
Questdb
⭐
2,279
An open source SQL database designed to process time series data, faster
Arctic
⭐
2,145
High performance datastore for time series and tick data
Kairosdb
⭐
1,580
Fast scalable time series database
Kaggle Web Traffic
⭐
1,526
1st place solution
Tslearn
⭐
1,451
A machine learning toolkit dedicated to time-series data
Griddb
⭐
1,370
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
Sentinl
⭐
1,217
Kibana Alert & Report App for Elasticsearch
Facette
⭐
1,113
Time series data visualization software
Iotdb
⭐
1,113
Apache IoTDB
Eventql
⭐
1,110
Distributed "massively parallel" SQL query engine
Neural_prophet
⭐
1,044
NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch
Flint
⭐
870
A Time Series Library for Apache Spark
Pyts
⭐
856
A Python package for time series classification
Datastream.io
⭐
811
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
Node Influx
⭐
806
📈 The InfluxDB Client for Node.js and Browsers
Pcp
⭐
705
Performance Co-Pilot
Go Carbon
⭐
703
Golang implementation of Graphite/Carbon server with classic architecture: Agent -> Cache -> Persister
React Timeseries Charts
⭐
677
Declarative and modular timeseries charting components for React
Ad_examples
⭐
622
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.
Tidyquant
⭐
615
Bringing financial analysis to the tidyverse
K Nearest Neighbors With Dynamic Time Warping
⭐
595
Python implementation of KNN and DTW classification algorithm
Redistimeseries
⭐
502
Time Series data structure for Redis
Dtaidistance
⭐
476
Time series distances: Dynamic Time Warping (DTW)
Lstm Fcn
⭐
470
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
Chartjs Chart Financial
⭐
443
Chart.js module for charting financial securities
Siridb Server
⭐
430
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.
Cloudinsight Agent
⭐
365
Cloudinsight Agent is a system tool that monitors system processes and services, and sends information back to your Cloudinsight account.
Pydlm
⭐
352
A python library for Bayesian time series modeling
Timetk
⭐
350
A toolkit for working with time series in R
Tsai
⭐
350
Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
Predictive Maintenance Using Lstm
⭐
328
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Deepadots
⭐
317
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Pystore
⭐
304
Fast data store for Pandas time-series data
Mlstm Fcn
⭐
300
Multivariate LSTM Fully Convolutional Networks for Time Series Classification
Skyline
⭐
285
Anomaly detection
Hastic Server
⭐
280
Hastic data management server for analyzing patterns and anomalies from Grafana
Tsstudio
⭐
276
Tools for time series analysis and forecasting
Deepdow
⭐
276
Portfolio optimization with deep learning.
Gnocchi
⭐
257
Timeseries database
Transformer
⭐
245
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
Carbonapi
⭐
236
Implementation of graphite API (graphite-web) in golang
Rrd4j
⭐
231
A high performance data logging and graphing system for time series data.
Lightkurve
⭐
222
A friendly package for Kepler & TESS time series analysis in Python.
Timeseries_fastai
⭐
219
fastai V2 implementation of Timeseries classification papers.
Anomalydetection
⭐
215
Twitter's Anomaly Detection in Pure Python
Tcdf
⭐
200
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
Redis Timeseries
⭐
197
Future development of redis-timeseries is at github.com/RedisLabsModules/redis-timeseries.
Timeseries Clustering Vae
⭐
181
Variational Recurrent Autoencoder for timeseries clustering in pytorch
Pond
⭐
179
Immutable timeseries data structures built with Typescript
Flot Downsample
⭐
176
Downsample plugin for Flot charts.
Tibbletime
⭐
172
Time-aware tibbles
Metrics
⭐
168
Metrics Query Engine
Hastic Grafana App
⭐
161
Hastic data management server for labeling patterns and anomalies in Grafana
Khiva
⭐
156
An open-source library of algorithms to analyse time series in GPU and CPU.
Java Timeseries
⭐
155
Time series analysis in Java
Timesynth
⭐
154
A Multipurpose Library for Synthetic Time Series Generation in Python
Pastas
⭐
146
🍝 Pastas is an open-source Python framework for the analysis of hydrological time series.
Gorilla Tsc
⭐
144
Implementation of time series compression method from the Facebook's Gorilla paper
Gym Fx
⭐
142
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
Remixautoml
⭐
141
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.
Sweep
⭐
138
Extending broom for time series forecasting
Carbon Clickhouse
⭐
136
Graphite metrics receiver with ClickHouse as storage
Influxdb Client Python
⭐
136
InfluxDB 2.0 python client
Indicators.jl
⭐
119
Financial market technical analysis & indicators in Julia
Influxdb Client Csharp
⭐
115
InfluxDB 2.0 C# Client
Lstm Autoencoders
⭐
111
Anomaly detection for streaming data using autoencoders
Repo 2016
⭐
102
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Pinba2
⭐
101
Pinba2: new implementation of https://github.com/tony2001/pinba_engine
Timeseriesadmin
⭐
100
Administration panel and querying interface for InfluxDB databases. (Electron app / Docker container)
Brein Time Utilities
⭐
93
Library which contains several time-dependent data and index structures (e.g., IntervalTree, BucketTimeSeries), as well as algorithms.
Keras Video Classifier
⭐
93
Keras implementation of video classifier
Stingray
⭐
92
Anything can happen in the next half hour (including spectral timing made easy)!
Plotille
⭐
92
Plot in the terminal using braille dots.
Doppelganger
⭐
89
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Sax Vsm_classic
⭐
87
SAX-VSM public release, visit our website for detail
Influxgraph
⭐
87
Graphite InfluxDB backend. InfluxDB storage finder / plugin for Graphite API.
Timbala
⭐
83
Durable time-series database that's API-compatible with Prometheus.
Sax
⭐
78
Java implementation of SAX, HOT-SAX, and EMMA
Fastai
⭐
77
R interface to fastai
Stl Decomp 4j
⭐
75
Java implementation of Seasonal-Trend-Loess time-series decomposition algorithm.
Pymarketstore
⭐
74
Python driver for MarketStore
React Fusioncharts Component
⭐
71
ReactJS component for FusionCharts JavaScript Charting library.
Depc
⭐
71
QoS Measurement & Dependency Graph Platform
Timecop
⭐
61
Time series based anomaly detector
Goshare
⭐
60
Go Share your TimeSeries/NameSpace/KeyVal DataStore (using leveldb) over HTTP &/or ZeroMQ
Tsimulus
⭐
55
A tool for generating random, yet realistic, time series values
Tensorflow Lstm Sin
⭐
51
TensorFlow 1.3 experiment with LSTM (and GRU) RNNs for sine prediction
Anomaly_detection
⭐
49
This is a times series anomaly detection algorithm, implemented in Python, for catching multiple anomalies. It uses a moving average with an extreme student deviate (ESD) test to detect anomalous points.
Lognplot
⭐
42
Plotting and logging of real-time data for desktop.
Interp Net
⭐
41
Interpolation-Prediction Networks for Irregularly Sampled Time Series
Kaggle Web Traffic Time Series Forecasting
⭐
29
Solution to Kaggle - Web Traffic Time Series Forecasting
Phildb
⭐
23
Timeseries database
1-95 of 95 projects
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