time-series
There are 7128 repositories under time-series topic.
redis/redis
For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.
prometheus/prometheus
The Prometheus monitoring system and time series database.
influxdata/influxdb
Scalable datastore for metrics, events, and real-time analytics
taosdata/TDengine
High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
timescale/timescaledb
A time-series database for high-performance real-time analytics packaged as a Postgres extension
influxdata/telegraf
Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.
questdb/questdb
QuestDB is a high performance, open-source, time-series database
ccfos/nightingale
Nightingale is to monitoring and alerting what Grafana is to visualization.
thuml/Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
pycaret/pycaret
An open-source, low-code machine learning library in Python
autogluon/autogluon
Fast and Accurate ML in 3 Lines of Code
leeoniya/uPlot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
sktime/sktime
A unified framework for machine learning with time series
blue-yonder/tsfresh
Automatic extraction of relevant features from 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.
zhouhaoyi/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
graphite-project/graphite-web
A highly scalable real-time graphing system
polakowo/vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
PaddlePaddle/PaddleX
All-in-One Development Tool based on PaddlePaddle
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
GreptimeTeam/greptimedb
Open-source, cloud-native, unified observability database for metrics, logs and traces, supporting SQL/PromQL/Streaming.
facontidavide/PlotJuggler
The Time Series Visualization Tool that you deserve.
awslabs/gluonts
Probabilistic time series modeling in Python
Nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
salesforce/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
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.
amazon-science/chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
ourownstory/neural_prophet
NeuralProphet: A simple forecasting package
CodeCutTech/Data-science
Collection of useful data science topics along with articles, videos, and code
ravendb/ravendb
ACID Document Database
Nixtla/neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
sdv-dev/SDV
Synthetic data generation for tabular data
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
