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TheSpaghettiDetectiveby TheSpaghettiDetective
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AI-based failure detection for 3D printer remote management and monitoring.
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awesome-time-series-databaseby xephonhq
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An open source distributed time-series database with high concurrency, high performance, and high scalability
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🤔 A minimize Time Series Database, written from scratch as a learning project. 从零开始实现一个 TSDB
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Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
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prometheus-anomaly-detectorby AICoE
Jupyter Notebook 539 Version:Current License: Strong Copyleft (GPL-3.0)
A newer more updated version of the prometheus anomaly detector (https://github.com/AICoE/prometheus-anomaly-detector-legacy)
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Kepler (Kubernetes-based Efficient Power Level Exporter) uses eBPF to probe performance counters and other system stats, use ML models to estimate workload energy consumption based on these stats, and exports them as Prometheus metrics
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A Python library for unevenly-spaced time series analysis
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bayesian_changepoint_detectionby hildensia
Jupyter Notebook 495 Version:Current License: Permissive (MIT)
Methods to get the probability of a changepoint in a time series.
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KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
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Time Series in Go and PostgreSQL
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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.
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A time series database.
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A python library for Bayesian time series modeling
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Time series compression algorithm from Facebook's Gorilla paper
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Python implementation of soft-DTW.
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Basic data mining model, including feature importance display
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Multivariate LSTM Fully Convolutional Networks for Time Series Classification
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Anomaly detection
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Temporal Pattern Attention for Multivariate Time Series Forecasting
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Series and Panels for Real-time and Exploratory Analysis of Data Streams
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:chart_with_upwards_trend: PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series :chart_with_upwards_trend:
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A time series storage engine for Go
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Easily add metrics to your system -- and actually understand them using automatically customized Prometheus queries
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Practical-Time-Series-Analysisby PacktPublishing
Jupyter Notebook 373 Version:Current License: Permissive (MIT)
Practical Time-Series Analysis, published by Packt
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:link: Methods for Correlation Analysis
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An LSTM for time-series classification
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Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
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timeseries-clustering-vaeby tejaslodaya
Python 363 Version:Current License: Strong Copyleft (GPL-3.0)
Variational Recurrent Autoencoder for timeseries clustering in pytorch
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Remote IPMI exporter for Prometheus
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AzureMonitorCommunityby microsoft
An open repo for Azure Monitor queries, workbooks, alerts and more
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tidyquantby business-science
Bringing financial analysis to the tidyverse
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TheSpaghettiDetectiveby TheSpaghettiDetective
AI-based failure detection for 3D printer remote management and monitoring.
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awesome-time-series-databaseby xephonhq
:clock7: A curated list of awesome time series databases, benchmarks and papers
JavaScript 734Updated: 2 y ago License: No License (No License)
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openGeminiby openGemini
An open source distributed time-series database with high concurrency, high performance, and high scalability
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matrixprofile-tsby target
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
Python 693Updated: 2 y ago License: Permissive (Apache-2.0)
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spectatorby Netflix
Client library for collecting metrics.
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krrby robusta-dev
Prometheus-based Kubernetes Resource Recommendations
Python 691Updated: 2 y ago License: Permissive (MIT)
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PyEMDby laszukdawid
Python implementation of Empirical Mode Decompoisition (EMD) method
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trueskillby sublee
An implementation of the TrueSkill rating system for Python
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tsfelby fraunhoferportugal
An intuitive library to extract features from time series.
Python 662Updated: 2 y ago License: Permissive (BSD-3-Clause)
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autometrics-rsby autometrics-dev
Easily add metrics to your code that actually help you spot and debug issues in production. Built on Prometheus and OpenTelemetry.
Rust 632Updated: 2 y ago License: Permissive (Apache-2.0)
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qrynby metrico
qryn is a polyglot, high-performance observability stack. Ingest and analyze logs, metrics and traces from any agent compatible with Loki, Prometheus, OTLP, Tempo, Elastic, InfluxDB and more! Grafana Cloud/Splunk/Datadog two-way alternative
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mandodbby chenjiandongx
🤔 A minimize Time Series Database, written from scratch as a learning project. 从零开始实现一个 TSDB
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bluefloodby rackerlabs
A distributed system designed to ingest and process time series data
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MTGNNby nnzhan
Python 564Updated: 2 y ago License: Permissive (MIT)
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deeptimeby deeptime-ml
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
Python 562Updated: 2 y ago License: Weak Copyleft (LGPL-3.0)
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prometheus-anomaly-detectorby AICoE
A newer more updated version of the prometheus anomaly detector (https://github.com/AICoE/prometheus-anomaly-detector-legacy)
Jupyter Notebook 539Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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keplerby sustainable-computing-io
Kepler (Kubernetes-based Efficient Power Level Exporter) uses eBPF to probe performance counters and other system stats, use ML models to estimate workload energy consumption based on these stats, and exports them as Prometheus metrics
Go 514Updated: 2 y ago License: Permissive (Apache-2.0)
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tracesby datascopeanalytics
A Python library for unevenly-spaced time series analysis
Python 512Updated: 2 y ago License: Permissive (MIT)
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bayesian_changepoint_detectionby hildensia
Methods to get the probability of a changepoint in a time series.
Jupyter Notebook 495Updated: 3 y ago License: Permissive (MIT)
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OmniAnomalyby NetManAIOps
KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
Python 491Updated: 2 y ago License: Permissive (MIT)
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tgresby tgres
Time Series in Go and PostgreSQL
Go 482Updated: 4 y ago License: Permissive (Apache-2.0)
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TensorFlow-Time-Series-Examplesby hzy46
Time Series Prediction with tf.contrib.timeseries
Python 462Updated: 4 y ago License: No License (No License)
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siridb-serverby SiriDB
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.
C 462Updated: 3 y ago License: Permissive (MIT)
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pydlmby wwrechard
A python library for Bayesian time series modeling
Python 444Updated: 2 y ago License: Permissive (BSD-3-Clause)
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go-tszby dgryski
Time series compression algorithm from Facebook's Gorilla paper
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soft-dtwby mblondel
Python implementation of soft-DTW.
Python 436Updated: 2 y ago License: Permissive (BSD-2-Clause)
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data_mining_modelsby QLMX
Basic data mining model, including feature importance display
Python 431Updated: 2 y ago License: No License (No License)
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MLSTM-FCNby titu1994
Multivariate LSTM Fully Convolutional Networks for Time Series Classification
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MintPyby insarlab
Miami InSAR time-series software in Python
Python 421Updated: 2 y ago License: Proprietary (Proprietary)
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vmware_exporterby pryorda
VMWare vCenter Exporter for Prometheus
Python 411Updated: 2 y ago License: Permissive (BSD-3-Clause)
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DescomplicandoPrometheusby badtuxx
Repositório do treinamento Descomplicando o Prometheus da LINUXtips
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TPA-LSTMby gantheory
Temporal Pattern Attention for Multivariate Time Series Forecasting
Python 398Updated: 4 y ago License: No License (No License)
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Spreadsby Spreads
Series and Panels for Real-time and Exploratory Analysis of Data Streams
C# 396Updated: 2 y ago License: Weak Copyleft (MPL-2.0)
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AE_tsby RobRomijnders
Auto encoder for time series
Python 395Updated: 4 y ago License: Permissive (MIT)
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beginners-series-rustby microsoft
Beginner's Series to Rust
Rust 392Updated: 2 y ago License: Permissive (MIT)
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time-series-autoencoderby JulesBelveze
:chart_with_upwards_trend: PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series :chart_with_upwards_trend:
Python 391Updated: 2 y ago License: Permissive (Apache-2.0)
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catenaby Cistern
A time series storage engine for Go
Go 388Updated: 2 y ago License: Proprietary (Proprietary)
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autometrics-rsby fiberplane
Easily add metrics to your system -- and actually understand them using automatically customized Prometheus queries
Rust 381Updated: 2 y ago License: No License (No License)
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Practical-Time-Series-Analysisby PacktPublishing
Practical Time-Series Analysis, published by Packt
Jupyter Notebook 373Updated: 2 y ago License: Permissive (MIT)
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correlationby easystats
:link: Methods for Correlation Analysis
R 372Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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LSTM_tscby RobRomijnders
An LSTM for time-series classification
Python 367Updated: 4 y ago License: Permissive (MIT)
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timelyby NationalSecurityAgency
Accumulo backed time series database
CSS 365Updated: 3 y ago License: Permissive (Apache-2.0)
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TCDFby M-Nauta
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
Jupyter Notebook 365Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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timeseries-clustering-vaeby tejaslodaya
Variational Recurrent Autoencoder for timeseries clustering in pytorch
Python 363Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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ipmi_exporterby prometheus-community
Remote IPMI exporter for Prometheus
Go 362Updated: 2 y ago License: Permissive (MIT)
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