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sktime/sktime

A unified framework for machine learning with time series in Python, focused on forecasting, anomaly detection, and more.

9.6K
Active
Python
Time Series Analysis
#time-series#forecasting#anomaly-detection

timeseriesAI/tsai

A state-of-the-art deep learning library for time series and sequence modeling in PyTorch/fastai.

6.0K
Experimental
Jupyter Notebook
Time Series Forecasting
Time Series Analysis
PyTorch
#time-series#deep-learning#forecasting

tslearn-team/tslearn

A machine learning toolkit for time series analysis and classification in Python.

3.1K
Active
Python
Time Series Analysis
Time Series
#time-series#time-series-classification#time-series-clustering

Alro10/deep-learning-time-series

A repository with papers, code, and experiments using deep learning for time series forecasting.

2.8K
Archived
Jupyter Notebook
ML Ops
Time Series
PyTorch
#deep-learning#time-series-forecasting#forecasting-models

johannfaouzi/pyts

A Python package for time series classification, useful for developers working with time-series data.

1.9K
Experimental
Python
Time Series
Classification
#time-series#classification#machine-learning

hfawaz/dl-4-tsc

A deep learning library for time series classification, useful for AI developers working with sensor and time-based data.

1.7K
Archived
Python
Computer Vision
Caching
Python
#time-series-classification#deep-learning#convolutional-neural-networks

vlawhern/arl-eegmodels

A collection of Convolutional Neural Network (CNN) models for EEG signal classification using Keras and Tensorflow

1.5K
Archived
Python
Tensorflow
#eeg-classification#deep-learning#convolutional-neural-networks

aeon-toolkit/aeon

A toolkit for time series machine learning and deep learning, focused on data-mining and forecasting.

1.3K
Active
Python
Time Series
Data Mining
Python
#time-series#forecasting#machine-learning

curiousily/Deep-Learning-For-Hackers

A collection of machine learning tutorials covering various topics like anomaly detection, time series forecasting, and object detection.

1.1K
Archived
Jupyter Notebook
ML Ops
Computer Vision
TensorFlow
#deep-learning#anomaly-detection#time-series-forecasting

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