time-series

There are 136 repositories under time-series topic.

netdata
netdata / netdata
Real-time performance monitoring, done right! https://www.netdata.cloud
monitoring iot notifications docker statsd kubernetes cncf prometheus containers netdata analytics devops time-series observability alerting graphing influxdb grafana graphite dashboard
Language:C 62363
prometheus / prometheus
The Prometheus monitoring system and time series database.
monitoring metrics alerting graphing time-series prometheus hacktoberfest
Language:Go 47303
influxdata / influxdb
Scalable datastore for metrics, events, and real-time analytics
influxdb monitoring database time-series metrics go react
Language:Go 25121
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.
bigdata cloud-native cluster connected-vehicles database distributed financial-analysis industrial-iot iot metrics monitoring scalability sql tdengine time-series time-series-database tsdb
Language:C 21057
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 iot postgres postgresql sql time-series time-series-database timescaledb tsdb
Language:C 14712
influxdata / telegraf
The plugin-driven server agent for collecting & reporting metrics.
metrics monitoring telegraf time-series
Language:Go 12692
questdb
questdb / questdb
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 10290
leeoniya / uPlot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
analytics chart charts data-visualization graph graphs lightweight line-chart ohlc performance plot plotting streaming time-series timeseries trend-analysis
Language:JavaScript 7667
tsfresh
blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
data-science feature-extraction time-series
Language:Jupyter Notebook 7169
pycaret / pycaret
An open-source, low-code machine learning library in Python
data-science citizen-data-scientists python machine-learning pycaret ml gpu time-series regression classification anomaly-detection clustering
Language:Jupyter Notebook 7071
open-falcon / falcon-plus
An open-source and enterprise-level monitoring system.
monitoring falcon time-series grafana nightingale falcon-ng obsuite
Language:Go 7029
sktime
sktime / sktime
A unified framework for machine learning with time series
data-mining data-science forecasting machine-learning scikit-learn time-series time-series-analysis time-series-classification time-series-regression
Language:Python 6282
ccfos / nightingale
An enterprise-level cloud-native monitoring system, which can be used as drop-in replacement of Prometheus for alerting and Grafana for visualization.
alerting ccf metrics monitoring nightingale observability open-falcon time-series tsdb
Language:Go 6157
graphite-project / graphite-web
A highly scalable real-time graphing system
django graphite graphite-components graphite-web metrics python time-series
Language:JavaScript 5631
unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
python time-series forecasting machine-learning deep-learning anomaly-detection data-science
Language:Python 5579
autogluon / autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
automl machine-learning data-science deep-learning ensemble-learning image-classification computer-vision natural-language-processing structured-data object-detection gluon transfer-learning pytorch automated-machine-learning scikit-learn autogluon tabular-data hyperparameter-optimization time-series forecasting
Language:Python 5495
crate / crate
CrateDB is a distributed SQL database that makes it simple to store and analyze massive amounts of data in real-time. Built on top of Lucene.
sql distributed database cluster iot cratedb distributed-database iot-database iot-analytics industrial-iot olap big-data dbms analytics time-series lucene tsdb postgresql elasticsearch distributed-sql-database
Language:Java 3637
khuyentran1401 / Data-science
Collection of useful data science topics along with articles, videos, and code
data-science machine-learning natural-language-processing python data-visualization data-analysis articles artificial-intelligence time-series scraping
Language:Jupyter Notebook 3533
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 3421
zhouhaoyi / Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
deep-learning self-attention time-series pytorch forecasting transformer
Language:Python 3405
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++ 3339
timeseriesAI / tsai
Time series Timeseries Deep Learning Machine Learning 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 3223
salesforce / Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
time-series anomaly-detection forecasting machine-learning benchmarking automl ensemble-learning
Language:Python 2922
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 2849
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 2673
pipelinedb / pipelinedb
High-performance time-series aggregation for PostgreSQL
realtime stream-processing analytics sql push postgresql pipelinedb time-series aggregation
Language:C 2547
GreptimeTeam / greptimedb
An open-source, cloud-native, distributed time-series database with PromQL/SQL/Python supported.
cloud-native database distributed rust sql time-series timeseries
Language:Rust 2531
rob-med / awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
anomaly-detection awesome-list outlier-detection machine-learning data-mining data-analysis time-series temporal-data
2527
microsoft / forecasting
Time Series Forecasting Best Practices & Examples
forecasting time-series best-practices machine-learning deep-learning azure-ml automl demand-forecasting retail python jupyter-notebook r lightgbm dilated-cnn prophet tidyverse hyperparameter-tuning model-deployment artificial-intelligence
Language:Python 2512
jolibrain / deepdetect
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
deep-learning machine-learning caffe xgboost rest-api tsne object-detection image-segmentation image-classification neural-nets gpu ncnn tensorrt time-series pytorch tensorrt-conversion tensorrt-inference image-search
Language:C++ 2445
tslearn-team / tslearn
A machine learning toolkit dedicated to time-series data
time-series timeseries time-series-analysis time-series-clustering machine-learning machine-learning-algorithms machinelearning dtw python time-series-classification dynamic-time-warping
Language:Python 2421
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 2413
Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
time-series statistics forecasting arima econometrics machine-learning python exponential-smoothing ets baselines predictions naive seasonal-naive fbprophet prophet neuralprophet mstl theta automl data-science
Language:Python 2394
influxdata / kapacitor
Open source framework for processing, monitoring, and alerting on time series data
kapacitor monitoring time-series
Language:Go 2201
Alro10 / deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
time-series-forecasting lstm-neural-networks lstm deep-learning forecasting-models prediction python3 pytorch tensorflow series-forecasting series-classification time-series time-series-prediction time-series-classification forecasting-competitions demand-forecasting recurrent-neural-networks series-analysis sales-forecasting deep-neural-networks
Language:Jupyter Notebook 2058
griddb / griddb
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
database griddb nosql iot fast time-series newsql sql bigdata timeseries
Language:C++ 2024

Related Topics

machine-learning php neural-network ansible django