amazon-science / chronos-forecasting

Chronos: Pretrained Models for Time Series Forecasting

statsmodels / statsmodels

Statsmodels: statistical modeling and econometrics in Python

awslabs / gluonts

Probabilistic time series modeling in Python

sktime / pytorch-forecasting

Time series forecasting with PyTorch

ourownstory / neural_prophet

NeuralProphet: A simple forecasting package

Nixtla / hierarchicalforecast

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

birla-ai-labs / yug

Yug: a foundation model for zero-shot probabilistic time-series forecasting

tslearn-team / tslearn

The machine learning toolkit for time series analysis in Python

wannesm / dtaidistance

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

microsoft / TimeCraft

Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications

RedisTimeSeries / RedisTimeSeries

Time Series data structure for Redis

business-science / pytimetk

Time series easier, faster, more fun. Pytimetk.

influxdata / influxdb-client-python

InfluxDB 2.0 python client

reservoirpy / reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

earthgecko / skyline

Real-time anomaly detection for time series metrics. 11 years of production anomaly detection evolution. Multi-algorithm ensembles. Pattern recognition using semi-supervised and unsupervised learning. Correlation analysis. Learns and gets better over time. No GPU required, can run on a VPS.

lightkurve / lightkurve

A friendly package for Kepler & TESS time series analysis in Python.

dreamers-laboratory / timeseries-atlas

A map of modern time-series forecasting architectures, each with a short README and runnable code.