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time-series

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prometheus /prometheus

The Prometheus monitoring system and time series database.

monitoring time-series metrics alerting prometheus graphing hacktoberfest

UpdatedApr 4, 2025
Go

influxdata /influxdb

Scalable datastore for metrics, events, and real-time analytics

react go rust database monitoring influxdb time-series metrics

UpdatedApr 4, 2025
Rust

TDengine

taosdata /TDengine

High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

iot sql database monitoring time-series metrics cluster bigdata scalability distributed cloud-native financial-analysis tsdb time-series-database connected-vehicles industrial-iot tdengine

UpdatedApr 4, 2025
C

timescale /timescaledb

A time-series database for high-performance real-time analytics packaged as a Postgres extension

iot postgres sql database time-series analytics postgresql financial-analysis tsdb hacktoberfest time-series-database timescaledb

UpdatedApr 4, 2025
C

influxdata /telegraf

Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.

golang mqtt json kafka monitoring influxdb time-series metrics logs modbus telegraf xpath windows-eventlog opcua gnmi windows-management-instrumentation

UpdatedApr 4, 2025
Go

questdb

questdb /questdb

QuestDB is a high performance, open-source, time-series database

java sql database time-series cpp grafana postgresql simd olap market-data low-latency financial-analysis sensor-data tsdb real-time-analytics time-series-database tick-data capital-markets questdb

UpdatedApr 4, 2025
Java

ccfos /nightingale

Nightingale for monitoring and alerting, just as Grafana for visualization.

monitoring time-series metrics alerting ccf tsdb nightingale observability open-falcon

UpdatedApr 2, 2025
Go

pycaret /pycaret

An open-source, low-code machine learning library in Python

python data-science machine-learning time-series clustering gpu ml regression classification anomaly-detection pycaret citizen-data-scientists

UpdatedMar 20, 2025
Jupyter Notebook

leeoniya /uPlot

📈 A small, fast chart for time series, lines, areas, ohlc & bars

lightweight chart charts streaming performance timeseries time-series analytics graph graphs plot data-visualization plotting ohlc line-chart trend-analysis

UpdatedMar 18, 2025
JavaScript

tsfresh

blue-yonder /tsfresh

Automatic extraction of relevant features from time series:

data-science time-series feature-extraction

UpdatedFeb 16, 2025
Jupyter Notebook

autogluon

autogluon /autogluon

Fast and Accurate ML in 3 Lines of Code

python data-science machine-learning natural-language-processing computer-vision deep-learning time-series scikit-learn tabular-data pytorch forecasting hyperparameter-optimization ensemble-learning object-detection transfer-learning structured-data gluon automl automated-machine-learning autogluon

UpdatedApr 3, 2025
Python

unit8co /darts

A python library for user-friendly forecasting and anomaly detection on time series.

python data-science machine-learning deep-learning time-series forecasting anomaly-detection

UpdatedApr 4, 2025
Python

thuml /Time-Series-Library

A Library for Advanced Deep Time Series Models.

deep-learning time-series

UpdatedMar 7, 2025
Python

sktime

sktime /sktime

A unified framework for machine learning with time series

data-science machine-learning data-mining ai time-series scikit-learn forecasting hacktoberfest time-series-analysis anomaly-detection time-series-classification time-series-regression time-series-segmentation sktime changepoint-detection

UpdatedApr 4, 2025
Python

open-falcon /falcon-plus

An open-source and enterprise-level monitoring system.

monitoring time-series grafana falcon nightingale falcon-ng obsuite

UpdatedApr 24, 2024
Go

graphite-project /graphite-web

A highly scalable real-time graphing system

python django time-series metrics graphite graphite-web graphite-components

UpdatedMar 3, 2025
JavaScript

zhouhaoyi /Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

deep-learning time-series pytorch transformer forecasting self-attention

UpdatedApr 3, 2025
Python

timeseriesAI /tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

python machine-learning timeseries deep-learning time-series regression cnn pytorch rocket transformer forecasting classification rnn sequential fastai time-series-analysis time-series-classification self-supervised state-of-the-art inceptiontime

UpdatedMar 2, 2025
Jupyter Notebook

PaddlePaddle /PaddleX

All-in-One Development Tool based on PaddlePaddle

ocr time-series deployment speech-recognition classification segmentation object-detection ai-pipelines layout-detection formula-recognition pp-chatocr pdf2markdown

UpdatedApr 3, 2025
Python

polakowo /vectorbt

Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

finance data-science machine-learning time-series trading data-visualization cryptocurrency portfolio-optimization trading-strategies quantitative-finance algorithmic-trading backtesting quantitative-analysis algorithmic-traiding

UpdatedJan 30, 2025
Python

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