time-series
There are 5566 repositories under time-series topic.
prometheus/prometheus
The Prometheus monitoring system and time series database.
influxdata/influxdb
Scalable datastore for metrics, events, and real-time analytics
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.
timescale/timescaledb
An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
influxdata/telegraf
Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.
questdb/questdb
An open source time-series database for fast ingest and SQL queries
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.
pycaret/pycaret
An open-source, low-code machine learning library in Python
leeoniya/uPlot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
blue-yonder/tsfresh
Automatic extraction of relevant features from time series:
sktime/sktime
A unified framework for machine learning with time series
unit8co/darts
A python library for user-friendly forecasting and anomaly detection on time series.
open-falcon/falcon-plus
An open-source and enterprise-level monitoring system.
autogluon/autogluon
Fast and Accurate ML in 3 Lines of Code
graphite-project/graphite-web
A highly scalable real-time graphing system
zhouhaoyi/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
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
thuml/Time-Series-Library
A Library for Advanced Deep Time Series Models.
awslabs/gluonts
Probabilistic time series modeling in Python
facontidavide/PlotJuggler
The Time Series Visualization Tool that you deserve.
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.
khuyentran1401/Data-science
Collection of useful data science topics along with articles, videos, and code
GreptimeTeam/greptimedb
An open-source, cloud-native, distributed time-series database with PromQL/SQL/Python supported. Available on GreptimeCloud.
polakowo/vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
ourownstory/neural_prophet
NeuralProphet: A simple forecasting package
Nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
salesforce/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
kizniche/Mycodo
An environmental monitoring and regulation system
rob-med/awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
tslearn-team/tslearn
The machine learning toolkit for time series analysis in Python
pipelinedb/pipelinedb
High-performance time-series aggregation for PostgreSQL
Nixtla/neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
jolibrain/deepdetect
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Alro10/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
griddb/griddb
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
influxdata/kapacitor
Open source framework for processing, monitoring, and alerting on time series data