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Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
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:spaghetti: Pastas is an open-source Python framework for the analysis of groundwater time series.
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MSAA and Temporal AA Sample
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A Python package for time series augmentation
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Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
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An chart library specialized for large-scale time-series data, built on WebGL.
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API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation
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Track changes to a patch series over time
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Prometheus exporter for BIND
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Hurst exponent evaluation and R/S-analysis in Python
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C library for estimating cardinality in streams for which it is infeasible to store all events in memory
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Apache RocketMQ Prometheus Exporter
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CLI tool for Kubernetes that provides pretty monitoring for Nodes, Pods, Containers, and PVCs resources on the terminal through Prometheus metrics
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A reactive time series database
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A high performance data logging and graphing system for time series data.
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An open source library for Fuzzy Time Series in Python
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R Package for Time Series Clustering Along with Optimizations for DTW
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NPM Package - Timeseries analysis, noise removal, stats, ...
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Time Series Metrics Engine based on Cassandra
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Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".
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High performance block-sorting data compression library
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A friendly package for Kepler & TESS time series analysis in Python.
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An open-source library of algorithms to analyse time series in GPU and CPU.
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PromHouse is a long-term remote storage with built-in clustering and downsampling for Prometheus 2.x on top of ClickHouse.
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Recreating the Combat System from the Batman Arkham Series
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PostgreSQL extension for Prometheus data
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timemachinesby microprediction
Predict time-series with one line of code.
Python 360Updated: 1 y ago License: Permissive (MIT)
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ceph_exporterby digitalocean
Prometheus exporter that scrapes meta information about a ceph cluster.
Go 360Updated: 1 y ago License: Permissive (Apache-2.0)
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ceresby graphite-project
Distributable time-series database (not actively maintained)
Python 355Updated: 3 y ago License: Permissive (Apache-2.0)
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StemGNNby microsoft
Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting
Python 355Updated: 11 mo ago License: No License (No License)
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influxdb-rubyby influxdata
Ruby client for InfluxDB
Ruby 354Updated: 3 y ago License: Permissive (MIT)
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PaddleTSby PaddlePaddle
Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
Python 347Updated: 10 mo ago License: Permissive (Apache-2.0)
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flask-bookshelfby damyanbogoev
Flask Series
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warp10-platformby senx
The Most Advanced Time Series Platform
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lightkurveby lightkurve
A friendly package for Kepler & TESS time series analysis in Python.
Python 340Updated: 11 mo ago License: Permissive (MIT)
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kube-burnerby cloud-bulldozer
Kube-burner is a tool aimed at stressing Kubernetes clusters by creating or deleting a high quantity of objects
Go 339Updated: 10 mo ago License: Permissive (Apache-2.0)
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prometheus-postgresql-adapterby timescale
Use PostgreSQL as a remote storage database for Prometheus
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seasonalby welch
Robustly estimate trend and periodicity in a timeseries.
Python 336Updated: 3 y ago License: Permissive (MIT)
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Data-Augmentation-For-Wearable-Sensor-Databy terryum
A sample code of data augmentation methods for wearable sensor data (time-series data)
Jupyter Notebook 325Updated: 10 mo ago License: No License (No License)
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timescaledb-tuneby timescale
A tool for tuning TimescaleDB for better performance by adjusting settings to match your system's CPU and memory resources.
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TimeSeriesAnalysiswithPythonby rouseguy
Time Series Analysis with Python
HTML 321Updated: 3 y ago License: Permissive (MIT)
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ASTGCNby Davidham3
⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch
Python 318Updated: 1 y ago License: No License (No License)
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PyPOTSby WenjieDu
A python toolbox/library for data mining on partially-observed time series, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with missing values.
Python 315Updated: 10 mo ago License: Strong Copyleft (GPL-3.0)
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pastasby pastas
:spaghetti: Pastas is an open-source Python framework for the analysis of groundwater time series.
Python 312Updated: 10 mo ago License: Permissive (MIT)
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avalancheby prometheus-community
Prometheus/OpenMetrics endpoint series generator for load testing.
Go 312Updated: 1 y ago License: Permissive (Apache-2.0)
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tsaugby arundo
A Python package for time series augmentation
Python 294Updated: 1 y ago License: Permissive (Apache-2.0)
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TagAnomalyby microsoft
Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
R 289Updated: 10 mo ago License: Permissive (MIT)
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tsflexby predict-idlab
Flexible time series feature extraction & processing
Python 284Updated: 11 mo ago License: Permissive (MIT)
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PyEMMAby markovmodel
🚂 Python API for Emma's Markov Model Algorithms 🚂
Python 282Updated: 10 mo ago License: Weak Copyleft (LGPL-3.0)
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influxdb-client-jsby influxdata
InfluxDB 2.0 JavaScript client
TypeScript 279Updated: 10 mo ago License: Permissive (MIT)
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TimeChartby huww98
An chart library specialized for large-scale time-series data, built on WebGL.
TypeScript 277Updated: 1 y ago License: Permissive (MIT)
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feastsby tidyverts
Feature Extraction And Statistics for Time Series
R 270Updated: 1 y ago License: No License (No License)
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tempoby databrickslabs
API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation
Jupyter Notebook 261Updated: 10 mo ago License: Proprietary (Proprietary)
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git-seriesby git-series
Track changes to a patch series over time
Rust 254Updated: 3 y ago License: Permissive (MIT)
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bind_exporterby prometheus-community
Prometheus exporter for BIND
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hurstby Mottl
Hurst exponent evaluation and R/S-analysis in Python
Python 247Updated: 11 mo ago License: Permissive (MIT)
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ccard-libby chaoslawful
C library for estimating cardinality in streams for which it is infeasible to store all events in memory
C 247Updated: 3 y ago License: No License (No License)
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rocketmq-exporterby apache
Apache RocketMQ Prometheus Exporter
Java 243Updated: 11 mo ago License: Permissive (Apache-2.0)
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kptopby eslam-gomaa
CLI tool for Kubernetes that provides pretty monitoring for Nodes, Pods, Containers, and PVCs resources on the terminal through Prometheus metrics
Python 243Updated: 11 mo ago License: Strong Copyleft (GPL-3.0)
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khronusby khronus
A reactive time series database
Scala 240Updated: 4 y ago License: Permissive (Apache-2.0)
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rrd4jby rrd4j
A high performance data logging and graphing system for time series data.
Java 239Updated: 2 y ago License: Proprietary (Proprietary)
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pyFTSby PYFTS
An open source library for Fuzzy Time Series in Python
Python 236Updated: 10 mo ago License: Strong Copyleft (GPL-3.0)
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dtwclustby asardaes
R Package for Time Series Clustering Along with Optimizations for DTW
R 235Updated: 1 y ago License: Strong Copyleft (GPL-3.0)
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timeseries-analysisby 26medias
NPM Package - Timeseries analysis, noise removal, stats, ...
JavaScript 230Updated: 11 mo ago License: No License (No License)
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hawkular-metricsby hawkular
Time Series Metrics Engine based on Cassandra
Java 229Updated: 3 y ago License: Permissive (Apache-2.0)
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DSANetby bighuang624
Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".
Python 224Updated: 1 y ago License: No License (No License)
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libbscby IlyaGrebnov
High performance block-sorting data compression library
C 224Updated: 1 y ago License: Permissive (Apache-2.0)
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lightkurveby KeplerGO
A friendly package for Kepler & TESS time series analysis in Python.
Python 220Updated: 3 y ago License: Permissive (MIT)
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khivaby shapelets
An open-source library of algorithms to analyse time series in GPU and CPU.
C++ 217Updated: 1 y ago License: Weak Copyleft (MPL-2.0)
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PromHouseby Percona-Lab
PromHouse is a long-term remote storage with built-in clustering and downsampling for Prometheus 2.x on top of ClickHouse.
Go 216Updated: 3 y ago License: Permissive (Apache-2.0)
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Batman-Arkham-Combatby mixandjam
Recreating the Combat System from the Batman Arkham Series
C# 215Updated: 11 mo ago License: Permissive (MIT)
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pg_prometheusby timescale
PostgreSQL extension for Prometheus data
C 213Updated: 3 y ago License: Permissive (Apache-2.0)
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platformby influxdata
Archived incubation repo for InfluxDB 2.0
Go 213Updated: 3 y ago License: Permissive (MIT)
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