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Stars

Time Series

14 repositories

A python library for user-friendly forecasting and anomaly detection on time series.

Python 8,251 904 Updated Jan 9, 2025

A flexible, intuitive and fast forecasting library

Python 1,822 106 Updated Jun 13, 2024

Knee point detection in Python 📈

Python 745 75 Updated Jun 4, 2024

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

Python 768 60 Updated Jan 31, 2024

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

Python 8,754 1,385 Updated Jan 13, 2025

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

Python 1,116 186 Updated Oct 24, 2024

Time should be taken seer-iously

Python 312 39 Updated Mar 17, 2023

STUMPY is a powerful and scalable Python library for modern time series analysis

Python 3,746 325 Updated Jan 12, 2025

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

Python 1,275 196 Updated Jun 14, 2024

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Python 1,929 135 Updated Dec 24, 2024

A unified framework for machine learning with time series

Python 8,105 1,429 Updated Jan 17, 2025

Automatic extraction of relevant features from time series:

Jupyter Notebook 8,529 1,219 Updated Jan 15, 2025

Time Series Cross-Validation -- an extension for scikit-learn

Python 253 42 Updated Jan 23, 2023

Probabilistic time series modeling in Python

Python 4,730 767 Updated Nov 11, 2024