Topic: time-series Goto Github

👇 Here are 5610 public repositories matching this topic...

aistream-peelout / flow-forecast
time-series,Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Organization: aistream-peelout
Home Page: https://flow-forecast.atlassian.net/wiki/spaces/FF/overview
deep-learning pytorch time-series-forecasting time-series transfer-learning deep-neural-networks transformer forecasting lstm time-series-regression state-of-the-art-models anomaly-detection time-series-analysis hacktoberfest

alpacahq / marketstore
time-series,DataFrame Server for Financial Timeseries Data
Organization: alpacahq
marketstore golang financial-analysis pandas-dataframe trading database timeseries-database cryptocurrency gdax alpaca

alro10 / deep-learning-time-series
time-series,List of papers, code and experiments using deep learning for time series forecasting
User: alro10
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

amazon-science / chronos-forecasting
time-series,Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
Organization: amazon-science
Home Page: https://arxiv.org/abs/2403.07815
forecasting large-language-models llm machine-learning time-series foundation-models pretrained-models time-series-forecasting timeseries artificial-intelligence

autogluon / autogluon
time-series,Fast and Accurate ML in 3 Lines of Code
Organization: autogluon
Home Page: https://auto.gluon.ai/
automl machine-learning data-science deep-learning ensemble-learning 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 python

awslabs / gluonts
time-series,Probabilistic time series modeling in Python
Organization: awslabs
Home Page: https://ts.gluon.ai
time-series deep-learning forecasting neural-networks machine-learning time-series-prediction time-series-forecasting mxnet pytorch aws

blue-yonder / tsfresh
time-series,Automatic extraction of relevant features from time series:
Organization: blue-yonder
Home Page: http://tsfresh.readthedocs.io
data-science feature-extraction time-series

ccfos / nightingale
time-series,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.
Organization: ccfos
Home Page: https://flashcat.cloud/docs/
alerting ccf metrics monitoring nightingale observability open-falcon time-series tsdb

crate / crate
time-series,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.
Organization: crate
Home Page: https://cratedb.com/product
sql distributed database iot cratedb distributed-database iot-database iot-analytics industrial-iot olap

cure-lab / ltsf-linear
time-series,[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Organization: cure-lab
deep-learning forecasting forecasting-model linear-models pytorch time-series time-series-forecasting time-series-prediction aaai aaai2023

curiousily / getting-things-done-with-pytorch
time-series,Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
User: curiousily
Home Page: https://www.mlexpert.io/bootcamp
anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

facontidavide / plotjuggler
time-series,The Time Series Visualization Tool that you deserve.
User: facontidavide
Home Page: https://www.plotjuggler.io
ros qt5 plot chart time-series px4 ulog rosbag csv mqtt

graphite-project / graphite-web
time-series,A highly scalable real-time graphing system
Organization: graphite-project
Home Page: http://graphite.readthedocs.org/
graphite-web graphite-components graphite time-series python django metrics

greptimeteam / greptimedb
time-series,An open-source, cloud-native, unified time series database for metrics, logs and events with SQL/PromQL supported. Available on GreptimeCloud.
Organization: greptimeteam
Home Page: https://greptime.com/
cloud-native database distributed rust timeseries sql time-series analytics metrics tsdb iot monitoring events logging logs event eventstore logstore

griddb / griddb
time-series,GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
Organization: griddb
Home Page: https://griddb.org/
bigdata database fast griddb iot newsql nosql sql time-series timeseries

influxdata / influxdb
time-series,Scalable datastore for metrics, events, and real-time analytics
Organization: influxdata
Home Page: https://influxdata.com
influxdb monitoring database time-series metrics go react rust

influxdata / kapacitor
time-series,Open source framework for processing, monitoring, and alerting on time series data
Organization: influxdata
kapacitor monitoring time-series

influxdata / telegraf
time-series,Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.
Organization: influxdata
Home Page: https://influxdata.com/telegraf
telegraf monitoring time-series metrics gnmi golang influxdb json kafka logs

jolibrain / deepdetect
time-series,Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Organization: jolibrain
Home Page: https://www.deepdetect.com/
deep-learning machine-learning caffe xgboost rest-api tsne object-detection image-segmentation image-classification neural-nets

khuyentran1401 / data-science
time-series,Collection of useful data science topics along with articles, videos, and code
User: khuyentran1401
Home Page: https://khuyentran1401.github.io/Data-science/
data-science machine-learning natural-language-processing python data-visualization data-analysis articles artificial-intelligence time-series scraping

kizniche / mycodo
time-series,An environmental monitoring and regulation system
User: kizniche
Home Page: http://kylegabriel.com/projects/
automation cultivation environment graphs grow hydroponic measurements monitoring mushroom pid plants python raspberry-pi regulation relay sensors time-series timer

leeoniya / uplot
time-series,📈 A small, fast chart for time series, lines, areas, ohlc & bars
User: leeoniya
time-series ohlc line-chart performance lightweight plotting graphs charts streaming analytics

maxbenchrist / awesome_time_series_in_python
time-series,This curated list contains python packages for time series analysis
User: maxbenchrist
machine-learning python statistics time-series

nixtla / neuralforecast
time-series,Scalable and user friendly neural :brain: forecasting algorithms.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/neuralforecast
deep-learning forecasting esrnn nbeats nbeatsx time-series pytorch transformer nhits neural-network

nixtla / nixtla
time-series,TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
Organization: nixtla
Home Page: https://docs.nixtla.io
anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

nixtla / statsforecast
time-series,Lightning ⚡️ fast forecasting with statistical and econometric models.
Organization: nixtla
Home Page: https://nixtlaverse.nixtla.io/statsforecast
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

open-falcon / falcon-plus
time-series, An open-source and enterprise-level monitoring system.
Organization: open-falcon
falcon falcon-ng grafana monitoring nightingale obsuite time-series

ourownstory / neural_prophet
time-series,NeuralProphet: A simple forecasting package
User: ourownstory
Home Page: https://neuralprophet.com
forecasting time-series machine-learning fbprophet prophet forecast artificial-intelligence prediction trend seasonality

paddlepaddle / paddlex
time-series,Low-code development tool based on PaddlePaddle（飞桨低代码开发工具）
Organization: paddlepaddle
classification segmentation resnet deployment deeplearning deep-neural-networks neural-networks ocr time-series

pipelinedb / pipelinedb
time-series,High-performance time-series aggregation for PostgreSQL
Organization: pipelinedb
Home Page: https://www.pipelinedb.com
aggregation analytics pipelinedb postgresql push realtime sql stream-processing time-series

polakowo / vectorbt
time-series,Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
User: polakowo
Home Page: https://vectorbt.dev
algorithmic-trading algorithmic-traiding backtesting cryptocurrency data-science data-visualization finance machine-learning portfolio-optimization quantitative-analysis quantitative-finance time-series trading trading-strategies

prometheus / prometheus
time-series,The Prometheus monitoring system and time series database.
Organization: prometheus
Home Page: https://prometheus.io/
monitoring metrics alerting graphing time-series prometheus hacktoberfest

pycaret / pycaret
time-series,An open-source, low-code machine learning library in Python
Organization: pycaret
Home Page: https://www.pycaret.org
data-science citizen-data-scientists python machine-learning pycaret ml gpu time-series regression classification

qingsongedu / time-series-transformers-review
time-series,A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
User: qingsongedu
anomalydetection awesome classification deep-learning forecasting machine-learning review survey time-series time-series-forecasting timeseries timeseries-analysis transformer transformers

questdb / questdb
time-series,QuestDB is an open source time-series database for fast ingest and SQL queries
Organization: questdb
Home Page: https://questdb.io
time-series low-latency database sql postgres grafana simd questdb tsdb java

rjt1990 / pyflux
time-series,Open source time series library for Python
User: rjt1990
statistics time-series

rob-med / awesome-ts-anomaly-detection
time-series,List of tools & datasets for anomaly detection on time-series data.
User: rob-med
anomaly-detection awesome-list outlier-detection machine-learning data-mining data-analysis time-series temporal-data

salesforce / merlion
time-series,Merlion: A Machine Learning Framework for Time Series Intelligence
Organization: salesforce
time-series anomaly-detection forecasting machine-learning benchmarking automl ensemble-learning

sdv-dev / sdv
time-series,Synthetic data generation for tabular data
Organization: sdv-dev
Home Page: https://docs.sdv.dev/sdv
data-generation deep-learning gan gans generative-adversarial-network generative-ai generative-model generativeai machine-learning multi-table relational-datasets sdv synthetic-data synthetic-data-generation time-series

seldonio / alibi-detect
time-series,Algorithms for outlier, adversarial and drift detection
Organization: seldonio
Home Page: https://docs.seldon.io/projects/alibi-detect/en/stable/
adversarial anomaly concept-drift data-drift detection drift-detection images outlier semi-supervised-learning tabular-data text time-series unsupervised-learning

sktime / sktime
time-series,A unified framework for machine learning with time series
Organization: sktime
Home Page: https://www.sktime.net
time-series machine-learning scikit-learn time-series-classification time-series-regression forecasting time-series-analysis data-science data-mining hacktoberfest

taosdata / tdengine
time-series,High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
Organization: taosdata
Home Page: https://tdengine.com
iot bigdata time-series database industrial-iot connected-vehicles monitoring tsdb tdengine sql

thuml / autoformer
time-series,About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Organization: thuml
deep-learning time-series

thuml / time-series-library
time-series,A Library for Advanced Deep Time Series Models.
Organization: thuml
deep-learning time-series

timescale / timescaledb
time-series,An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
Organization: timescale
Home Page: https://www.timescale.com/
time-series-database postgresql time-series sql postgres tsdb iot financial-analysis analytics timescaledb

timeseriesai / tsai
time-series,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
Organization: timeseriesai
Home Page: https://timeseriesai.github.io/tsai/
classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

tslearn-team / tslearn
time-series,The machine learning toolkit for time series analysis in Python
Organization: tslearn-team
Home Page: https://tslearn.readthedocs.io
time-series timeseries time-series-analysis time-series-clustering machine-learning machine-learning-algorithms machinelearning dtw python time-series-classification

uber / orbit
time-series,A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Organization: uber
Home Page: https://orbit-ml.readthedocs.io/en/stable/
python forecasting bayesian exponential-smoothing pyro stan pystan probabilistic-programming probabilistic forecast

unit8co / darts
time-series,A python library for user-friendly forecasting and anomaly detection on time series.
Organization: unit8co
Home Page: https://unit8co.github.io/darts/
python time-series forecasting machine-learning deep-learning anomaly-detection data-science

zhouhaoyi / informer2020
time-series,The GitHub repository for the paper "Informer" accepted by AAAI 2021.
User: zhouhaoyi
deep-learning self-attention time-series pytorch forecasting transformer