time-series · GitHub Topics | GitHub 中文社区

prometheus

Prometheus@prometheus

#时序数据库# Prometheus 是一个监控系统和时序数据库

monitoring metrics alerting graphing time-series prometheus hacktoberfest

Go55.86 k

3 小时前

influxdb

InfluxData@influxdata

#时序数据库# InfluxDB 是一个开源时序型数据库。它由Go写成，着力于高性能地查询与存储时序型数据。InfluxDB被广泛应用于存储系统的监控数据，IoT行业的实时数据等场景。

influxdb monitoring database time-series metrics go react rust

Rust29 k

20 小时前

TDengine

@taosdata

#时序数据库# TDengine是涛思数据专为物联网、车联网、工业互联网、IT运维等设计和优化的大数据平台。

iot bigdata time-series database industrial-iot connected-vehicles monitoring tsdb tdengine sql

C23.41 k

5 小时前🇨🇳

timescaledb

Timescale@timescale

#时序数据库# timescaledb 是一个时序数据库，针对快速摄取和复杂查询进行了优化。基于 PostgreSQL 插件实现

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

C17.92 k

10 小时前

telegraf

InfluxData@influxdata

#时序数据库# 插件驱动的代理程序，用于收集系统、服务统计数据

telegraf monitoring time-series metrics gnmi golang influxdb json kafka logs

Go14.87 k

4 小时前

questdb

@questdb

#时序数据库# QuestDB 是一个高性能、开源的 SQL 数据库，适用于金融服务、物联网、机器学习、DevOps 和可观测性应用。

time-series low-latency database sql postgres grafana simd questdb tsdb java

Java14.63 k

1 天前

nightingale

@ccfos

#时序数据库# 夜莺是一款开源的云原生监控系统，采用 All-In-One 的设计，提供企业级的功能特性，开箱即用的产品体验。推荐升级您的 Prometheus + AlertManager + Grafana 组合方案到夜莺。

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

Go9.83 k

10 小时前🇨🇳

pycaret

@pycaret

#计算机科学# An open-source, low-code machine learning library in Python

翻译 - Python中的开源低代码机器学习库

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

Jupyter Notebook8.96 k

3 天前

uPlot

Leon Sorokin@leeoniya

#时序数据库# 📈 A small, fast chart for time series, lines, areas, ohlc & bars

翻译 - 📈小型，快速的图表，用于显示时间序列，线，面积，ohlc和条形图

time-series ohlc line-chart performance lightweight plotting graphs charts streaming analytics

JavaScript8.82 k

15 天前

darts

Unit8@unit8co

#计算机科学# A python library for user-friendly forecasting and anomaly detection on time series.

翻译 - 一个易于操作和预测时间序列的python库。

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

Python8.1 k

6 小时前

sktime

@sktime

#计算机科学# A unified framework for machine learning with time series

翻译 - 兼容scikit-learn的Python工具箱，用于按时间序列进行机器学习

time-series machine-learning scikit-learn time-series-classification time-series-regression forecasting time-series-analysis data-science data-mining

Python7.81 k

2 个月前

falcon-plus

Open-Falcon @open-falcon

#时序数据库# An open-source and enterprise-level monitoring system.

翻译 - 一个开源的企业级监视系统。

monitoring falcon time-series grafana nightingale falcon-ng

Go7.27 k

7 个月前🇨🇳

Time-Series-Library

@thuml

#计算机科学# A Library for Advanced Deep Time Series Models.

deep-learning time-series

Python7.07 k

6 天前

Informer2020

@zhouhaoyi

#计算机科学# The GitHub repository for the paper "Informer" accepted by AAAI 2021.

翻译 - AAAI 2021（最佳论文奖）接受了论文“ Informer”的GitHub存储库。

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

Python5.45 k

6 个月前

gluonts

Amazon Web Services - Labs@awslabs

#计算机科学# Probabilistic time series modeling in Python

翻译 - Python中的概率时间序列建模

time-series deep-learning forecasting neural-networks machine-learning time-series-prediction time-series-forecasting mxnet pytorch aws

Python4.63 k

11 天前

PlotJuggler

Davide Faconti@facontidavide

#时序数据库# The Time Series Visualization Tool that you deserve.

翻译 - 您应得的时间序列可视化工具

ros qt5 plot chart time-series px4 ulog rosbag csv mqtt

C++4.46 k

12 天前

vectorbt

@polakowo

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

翻译 - Python库，用于大规模回测和分析交易策略

backtesting trading algorithmic-trading trading-strategies cryptocurrency data-visualization time-series data-science finance machine-learning

Python4.44 k

2 个月前

greptimedb

@GreptimeTeam

#时序数据库# An open-source, cloud-native, unified time series database for metrics, logs and events with SQL/PromQL supported. Available on GreptimeCloud.

cloud-native database distributed rust timeseries sql time-series analytics metrics tsdb

Rust4.35 k

14 小时前

statsforecast

@Nixtla

#计算机科学# Lightning ⚡️ fast forecasting with statistical and econometric models.

time-series statistics forecasting arima econometrics machine-learning python exponential-smoothing auto-arima ets

Python3.99 k

11 天前

neural_prophet

@ourownstory

#计算机科学# NeuralProphet: A simple forecasting package

翻译 - NeuralProphet - a Neural Network based Time-Series model

forecasting time-series machine-learning fbprophet prophet forecast artificial-intelligence prediction trend seasonality

Python3.89 k

4 天前