time-series

There are 190 repositories under time-series topic.

prometheus / prometheus
The Prometheus monitoring system and time series database.
alerting graphing hacktoberfest metrics monitoring prometheus time-series
Language:Go 54024
influxdata / influxdb
Scalable datastore for metrics, events, and real-time analytics
database go influxdb metrics monitoring react rust time-series
Language:Rust 28311
TDengine
taosdata / TDengine
TDengine is an open source, high-performance, cloud native time-series database optimized for Internet of Things (IoT), Connected Cars, Industrial IoT and DevOps.
iot bigdata time-series database industrial-iot connected-vehicles monitoring tsdb tdengine sql time-series-database scalability cluster metrics financial-analysis cloud-native distributed
Language:C 23076
timescale / timescaledb
An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
analytics database financial-analysis hacktoberfest iot postgres postgresql sql time-series time-series-database timescaledb tsdb
Language:C 16946
influxdata / telegraf
Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.
gnmi golang influxdb json kafka logs metrics modbus monitoring mqtt opcua telegraf time-series windows-eventlog windows-management-instrumentation xpath
Language:Go 14253
questdb
questdb / questdb
QuestDB is an open source time-series database for fast ingest and SQL queries
analytics big-data cpp database financial-analysis grafana hacktoberfest iot java low-latency postgres postgresql questdb simd sql time-series time-series-database tsdb
Language:Java 14076
ccfos / nightingale
An all-in-one observability solution which aims to combine the advantages of Prometheus and Grafana. It manages alert rules and visualizes metrics, logs, traces in a beautiful web UI.
monitoring time-series nightingale tsdb open-falcon alerting metrics observability ccf
Language:Go 9192
pycaret / pycaret
An open-source, low-code machine learning library in Python
anomaly-detection citizen-data-scientists classification clustering data-science gpu machine-learning ml pycaret python regression time-series
Language:Jupyter Notebook 8695
leeoniya / uPlot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
time-series ohlc line-chart performance lightweight plotting graphs charts streaming analytics plot data-visualization chart graph timeseries trend-analysis
Language:JavaScript 8621
tsfresh
blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
data-science feature-extraction time-series
Language:Jupyter Notebook 8236
sktime
sktime / sktime
A unified framework for machine learning with time series
data-mining data-science forecasting hacktoberfest machine-learning scikit-learn time-series time-series-analysis time-series-classification time-series-regression
Language:Python 7632
unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
anomaly-detection data-science deep-learning forecasting machine-learning python time-series
Language:Python 7628
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
autogluon automated-machine-learning automl computer-vision data-science deep-learning ensemble-learning forecasting gluon hyperparameter-optimization machine-learning natural-language-processing object-detection python pytorch scikit-learn structured-data tabular-data time-series transfer-learning
Language:Python 7479
open-falcon / falcon-plus
An open-source and enterprise-level monitoring system.
falcon falcon-ng grafana monitoring nightingale obsuite time-series
Language:Go 7249
graphite-project / graphite-web
A highly scalable real-time graphing system
graphite-web graphite-components graphite time-series python django metrics
Language:JavaScript 5875
thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models.
deep-learning time-series
Language:Python 5371
zhouhaoyi / Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
deep-learning forecasting pytorch self-attention time-series transformer
Language:Python 5169
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
time-series-classification deep-learning fastai pytorch timeseries time-series sequential time-series-analysis transformer cnn rnn state-of-the-art self-supervised classification regression forecasting inceptiontime rocket machine-learning python
Language:Jupyter Notebook 4987
PaddlePaddle / PaddleX
Low-code development tool based on PaddlePaddle（飞桨低代码开发工具）
classification segmentation resnet deployment deeplearning deep-neural-networks neural-networks ocr time-series
Language:Python 4674
gluonts
awslabs / gluonts
Probabilistic time series modeling in Python
time-series deep-learning forecasting neural-networks machine-learning time-series-prediction time-series-forecasting mxnet pytorch aws sagemaker timeseries artificial-intelligence data-science torch
Language:Python 4470
PlotJuggler
facontidavide / PlotJuggler
The Time Series Visualization Tool that you deserve.
ros qt5 plot chart time-series px4 ulog rosbag csv mqtt lua visualize-data labstreaminglayer
Language:C++ 4262
GreptimeTeam / greptimedb
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 iot monitoring events logging logs event eventstore logstore
Language:Rust 4031
polakowo / vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
backtesting trading algorithmic-trading trading-strategies cryptocurrency data-visualization time-series data-science finance machine-learning portfolio-optimization quantitative-finance quantitative-analysis algorithmic-traiding
Language:Python 4026
crate / crate
CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
sql distributed database iot cratedb distributed-database iot-database iot-analytics industrial-iot olap big-data dbms analytics time-series lucene tsdb postgresql elasticsearch distributed-sql-database vector-database
Language:Java 4008
khuyentran1401 / Data-science
Collection of useful data science topics along with articles, videos, and code
articles artificial-intelligence data-analysis data-science data-visualization machine-learning natural-language-processing python scraping time-series
Language:Jupyter Notebook 4002
Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
arima automl baselines data-science econometrics ets exponential-smoothing fbprophet forecasting machine-learning mstl naive neuralprophet predictions prophet python seasonal-naive statistics theta time-series
Language:Python 3762
neural_prophet
ourownstory / neural_prophet
NeuralProphet: A simple forecasting package
forecasting time-series machine-learning fbprophet prophet forecast artificial-intelligence prediction trend seasonality autoregression pytorch timeseries forecasting-algorithm forecasting-model neuralprophet neural neural-network python deep-learning
Language:Python 3751
salesforce / Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
time-series anomaly-detection forecasting machine-learning benchmarking automl ensemble-learning
Language:Python 3315
kizniche / Mycodo
An environmental monitoring and regulation system
raspberry-pi sensors regulation monitoring environment relay pid python automation grow cultivation mushroom plants graphs timer measurements time-series hydroponic
Language:Python 2899
rob-med / awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
anomaly-detection awesome-list data-analysis data-mining machine-learning outlier-detection temporal-data time-series
2882
tslearn-team / tslearn
The machine learning toolkit for time series analysis in Python
dtw dynamic-time-warping machine-learning machine-learning-algorithms machinelearning python time-series time-series-analysis time-series-classification time-series-clustering timeseries
Language:Python 2846
Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
baselines baselines-zoo deep-learning deep-neural-networks deepar esrnn forecasting hierarchical-forecasting hint machine-learning nbeats nbeatsx neural-network nhits probabilistic-forecasting pytorch robust-regression tft time-series transformer
Language:Python 2774
pipelinedb / pipelinedb
High-performance time-series aggregation for PostgreSQL
aggregation analytics pipelinedb postgresql push realtime sql stream-processing time-series
Language:C 2624
Alro10 / deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
deep-learning deep-neural-networks demand-forecasting forecasting-competitions forecasting-models lstm lstm-neural-networks prediction python3 pytorch recurrent-neural-networks sales-forecasting series-analysis series-classification series-forecasting tensorflow time-series time-series-classification time-series-forecasting time-series-prediction
Language:Jupyter Notebook 2511
jolibrain / deepdetect
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
caffe deep-learning gpu image-classification image-search image-segmentation machine-learning ncnn neural-nets object-detection pytorch rest-api tensorrt tensorrt-conversion tensorrt-inference time-series tsne xgboost
Language:C++ 2509
griddb / griddb
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
bigdata database fast griddb iot newsql nosql sql time-series timeseries
Language:C++ 2349