Here are 3,519 public repositories matching this topic...

pathwaycom / pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

python rust streaming real-time kafka etl machine-learning-algorithms stream-processing data-analytics dataflow data-processing data-pipelines batch-processing pathway iot-analytics etl-framework time-series-analysis

Updated Mar 11, 2026
Python

thuml / Time-Series-Library

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

deep-learning time-series time-series-analysis

Updated Feb 23, 2026
Python

sktime / sktime

Sponsor

A unified framework for machine learning with time series

data-science machine-learning data-mining ai time-series scikit-learn forecasting hacktoberfest time-series-analysis anomaly-detection time-series-classification time-series-regression time-series-segmentation sktime changepoint-detection

Updated Mar 8, 2026
Python

yzhao062 / anomaly-detection-resources

Sponsor

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

machine-learning data-mining awesome awesome-list outlier-detection unsupervised-learning fraud-detection time-series-analysis vlm anomaly-detection fraud outlier outlier-ensembles graph-neural-networks large-language-models llm vlms

Updated Mar 2, 2026
Python

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

Updated Mar 8, 2026
Jupyter Notebook

stumpy-dev / stumpy

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

python data-science pattern-matching pydata dask numba motif-discovery time-series-analysis anomaly-detection time-series-data-mining matrix-profile time-series-segmentation

Updated Feb 22, 2026
Python

tslearn-team / tslearn

The machine learning toolkit for time series analysis in Python

python machine-learning timeseries time-series dtw machine-learning-algorithms machinelearning dynamic-time-warping time-series-analysis time-series-clustering time-series-classification

Updated Mar 6, 2026
Python

ddz16 / TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

deep-neural-networks deep-learning time-series transformer rnn spatio-temporal time-series-analysis spatio-temporal-data tcn time-series-prediction spatio-temporal-prediction time-series-forecasting time-series-models spatial-temporal-forecasting paper-lists

Updated Jan 29, 2026

KimMeen / Time-LLM

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

machine-learning deep-learning time-series language-model time-series-analysis time-series-forecast time-series-forecasting multimodal-deep-learning cross-modality multimodal-time-series cross-modal-learning prompt-tuning large-language-models

Updated Oct 15, 2025
Python

dipanjanS / practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Updated Mar 31, 2024
Jupyter Notebook

AIStream-Peelout / flow-forecast

Sponsor

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

deep-neural-networks deep-learning time-series pytorch transformer lstm forecasting transfer-learning hacktoberfest time-series-analysis anomaly-detection time-series-forecasting time-series-regression state-of-the-art-models

Updated Feb 9, 2026
Python

kwuking / TimeMixer

[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"

machine-learning deep-learning time-series time-series-analysis time-series-forecasting

Updated Oct 5, 2025
Python

johannfaouzi / pyts

A Python package for time series classification

python machine-learning time-series classification time-series-analysis time-series-classification

Updated Jun 18, 2025
Python

linjinjin123 / awesome-AIOps

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

machine-learning deep-learning time-series-analysis anomaly-detection aiops root-cause-analysis alarm-reduction

Updated May 27, 2024

ScottfreeLLC / AlphaPy

Sponsor

Python AutoML for Trading Systems and Sports Betting

Updated Aug 24, 2025
Python

datamllab / tods

TODS: An Automated Time-series Outlier Detection System

machine-learning time-series outlier-detection automl time-series-analysis anomaly-detection time-series-anomaly-detection

Updated Sep 11, 2023
Python

aeon-toolkit / aeon

A toolkit for time series machine learning and deep learning

data-science machine-learning data-mining ai deep-learning time-series neural-network scikit-learn artificial-intelligence forecasting time-series-analysis aeon time-series-clustering time-series-classification time-series-regression time-series-segmentation time-series-anomaly-detection

Updated Mar 10, 2026
Python

thuml / Large-Time-Series-Model

Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and subsequent works

time-series transformer large-models time-series-analysis foundation-models

Updated Jul 22, 2025
Python

eai2x / Time-Series-Analysis-Tutorial

time series analysis tutorial

python3 time-series-analysis time-series-forecasting

Updated Jun 1, 2021
Jupyter Notebook

TSCenter / awesome-time-series-papers

An Awesome List of the latest time series papers and code from top AI venues.

time-series time-series-analysis anomaly-detection time-series-classification time-series-forecasting early-detection time-series-models irregular causal-discovery irregular-time-series causal-discovery-methods time-series-foundation-model time-series-early-classification

Updated Mar 4, 2026