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集合主题趋势排行榜
#

timeseries

Website
Wikipedia
https://static.github-zh.com/github_avatars/leeoniya?size=40
leeoniya / uPlot

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

time-seriesohlcline-chartperformancelightweightplottinggraphschartsstreaminganalyticsplot数据可视化chartgraphtimeseries
JavaScript 9.17 k
6 天前
https://static.github-zh.com/github_avatars/apache?size=40
apache / iotdb

Apache IoTDB(物联网数据库)是一体化收集、存储、管理与分析物联网时序数据的软件系统。 Apache IoTDB 采用轻量式架构,具有高性能和丰富的功能,并与Apache Hadoop、Spark和Flink等进行了深度集成,可以满足工业物联网领域的海量数据存储、高速数据读取和复杂数据分析需求。

timeseriesInternet of thingsbig-dataJava数据库NoSQLtsdb
Java 5.81 k
3 天前
https://static.github-zh.com/github_avatars/timeseriesAI?size=40
timeseriesAI / tsai

#计算机科学#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

time-series-classification深度学习fastaiPyTorchtimeseriestime-seriessequentialtime-series-analysistransformercnnrnnstate-of-the-artself-supervisedclassificationregressionforecastingRocket机器学习Python
Jupyter Notebook 5.68 k
3 个月前
awslabs/gluonts
https://static.github-zh.com/github_avatars/awslabs?size=40
awslabs / gluonts

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

time-series深度学习forecastingneural-networks机器学习time-series-predictiontime-series-forecastingmxnetPyTorchAmazon Web Servicessagemakertimeseries人工智能数据科学torch
Python 4.92 k
16 天前
https://static.github-zh.com/github_avatars/sktime?size=40
sktime / pytorch-forecasting

#计算机科学#Time series forecasting with PyTorch

PyTorchforecastinggpuuncertaintytimeseries-forecastingpytorch-lightning深度学习neural-networkstimeseries机器学习pandasPython人工智能artifical-intelligense数据科学temporal
Python 4.33 k
2 天前
ourownstory/neural_prophet
https://static.github-zh.com/github_avatars/ourownstory?size=40
ourownstory / neural_prophet

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

forecastingtime-series机器学习fbprophetprophetforecast人工智能predictiontrendseasonalityPyTorchtimeseriesforecasting-modelneural神经网络Python深度学习
Python 4.11 k
5 个月前
https://static.github-zh.com/github_avatars/google?size=40
google / mtail

extract internal monitoring data from application logs for collection in a timeseries database

监控logsobservabilityprometheuscollectorproxyGoextractionmtailcalculatorvm编译器bytecodetimeseriesInstrumentation
Go 3.92 k
6 天前
amazon-science/chronos-forecasting
https://static.github-zh.com/github_avatars/amazon-science?size=40
amazon-science / chronos-forecasting

#大语言模型#Chronos: Pretrained Models for Probabilistic Time Series Forecasting

forecastinglarge-language-models大语言模型机器学习time-seriesfoundation-modelspretrained-modelstime-series-forecastingtimeseries人工智能huggingfacehuggingface-transformerstransformers
Python 3.37 k
18 天前
https://static.github-zh.com/github_avatars/danvk?size=40
danvk / dygraphs

Interactive visualizations of time series using JavaScript and the HTML canvas tag

可视化charting-librarytimeseriesCanvas
JavaScript 3.2 k
3 个月前
https://static.github-zh.com/github_avatars/man-group?size=40
man-group / arctic

High performance datastore for time series and tick data

MongoDBpandastimeseriestimeseries-databasePython数据库
Python 3.07 k
1 年前
https://static.github-zh.com/github_avatars/lindb?size=40
lindb / lindb

LinDB is a scalable, high performance, high availability distributed time series database.

监控high-performancedistributed-databaseGo数据库timeseries
Go 3.04 k
2 个月前
https://static.github-zh.com/github_avatars/tslearn-team?size=40
tslearn-team / tslearn

#计算机科学#The machine learning toolkit for time series analysis in Python

time-seriestimeseriestime-series-analysis机器学习Pythontime-series-classification
Python 2.99 k
3 天前
dathere/qsv
https://static.github-zh.com/github_avatars/dathere?size=40
dathere / qsv

#数据仓库#Blazing-fast Data-Wrangling toolkit

CSVdata-wrangling命令行界面Open Datadata-engineeringckanexcelluauparquetPostgreSQLSQLitepolarsSQLgeocodetimeseriesdcatmetadata统计samplinglibreoffice
Rust 2.88 k
1 天前
https://static.github-zh.com/github_avatars/qingsongedu?size=40
qingsongedu / time-series-transformers-review

#计算机科学#A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

timeseriestransformerforecastinganomalydetectionclassificationtimeseries-analysistime-seriestime-series-forecasting机器学习深度学习Awesome Listssurveytransformers代码审查
2.78 k
10 个月前
https://static.github-zh.com/github_avatars/griddb?size=40
griddb / griddb

#时序数据库#GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.

数据库griddbNoSQLInternet of thingsfasttime-seriesnewsqlSQLbigdatatimeseries
C++ 2.43 k
13 天前
https://static.github-zh.com/github_avatars/Arturus?size=40
Arturus / kaggle-web-traffic

#时序数据库#1st place solution

kaggletime-seriestimeseriesrnnTensorflowcudnnseq2seq
Jupyter Notebook 1.84 k
3 年前
https://static.github-zh.com/github_avatars/kairosdb?size=40
kairosdb / kairosdb

Fast scalable time series database

kairosdbJavatimeseries-database监控timeseries
Java 1.75 k
1 个月前
https://static.github-zh.com/github_avatars/cnosdb?size=40
cnosdb / cnosdb

#时序数据库#A cloud-native open source distributed time series database with high performance, high compression ratio and high availability.

数据库time-series-databasedistributed-databaseSQLRusttime-seriestimeseries
Rust 1.7 k
2 个月前
ydataai/ydata-synthetic
https://static.github-zh.com/github_avatars/ydataai?size=40
ydataai / ydata-synthetic

#计算机科学#Synthetic data generators for tabular and time-series data

Generative Adversarial Network深度学习synthetic-datatensorflow2机器学习training-dataPythontimeseriesgansPyTorchtime-series
Jupyter Notebook 1.56 k
3 个月前
https://static.github-zh.com/github_avatars/time-series-foundation-models?size=40
time-series-foundation-models / lag-llama

#时序数据库#Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

forecastingfoundation-modelstime-seriestime-series-forecastingtimeseriestimeseries-forecastingllamatime-series-predictiontime-series-transformertransformers
Python 1.45 k
9 天前
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