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The Top 23 Time Series Classification Open Source Projects

Open source projects categorized as Time Series Classification
Categories > Time Series Classification
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57most recent commit 15 days agopypi sktime} Downloads
Tsai ⭐ 4,659
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 2total releases 47most recent commit 23 days agopypi tsai} Downloads
Tslearn ⭐ 2,769
The machine learning toolkit for time series analysis in Python
dependent packages 38total releases 99most recent commit 21 days agopypi tslearn} Downloads
Deep Learning Time Series ⭐ 1,811
List of papers, code and experiments using deep learning for time series forecasting
most recent commit 2 years ago
Pyts ⭐ 1,563
A Python package for time series classification
dependent packages 17total releases 19most recent commit 8 months agopypi pyts} Downloads
Dl 4 Tsc ⭐ 1,249
Deep Learning for Time Series Classification
most recent commit a year ago
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8most recent commit 3 months agopypi aeon} Downloads
Awesome Ai For Time Series Papers ⭐ 627
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
most recent commit 7 months ago
Arl Eegmodels ⭐ 622
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
most recent commit 2 years ago
Inceptiontime ⭐ 554
InceptionTime: Finding AlexNet for Time Series Classification
most recent commit 6 months ago
Awesome Time Series ⭐ 429
Resources for working with time series and sequence data
most recent commit 3 months ago
Time Series Classification And Clustering With Reservoir Computing ⭐ 263
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
most recent commit a year ago
Rocket ⭐ 240
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
most recent commit 2 years ago
Awesome Time Series ⭐ 235
A comprehensive survey on the time series domains
most recent commit a year ago
Bigdata18 ⭐ 230
Transfer learning for time series classification
most recent commit 5 years ago
Unsupervisedscalablerepresentationlearningtimeseries ⭐ 212
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
most recent commit 3 years ago
Deep Learning For Hackers ⭐ 196
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
most recent commit 4 years ago
Voice_activity_detection ⭐ 171
Voice Activity Detection based on Deep Learning & TensorFlow
most recent commit 3 years ago
Minirocket ⭐ 137
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
most recent commit 2 years ago
Awesome Gnn4ts ⭐ 137
Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759
most recent commit 8 months ago
Trainset ⭐ 130
A lightweight web application for brushing labels onto time series data; useful for building training sets.
most recent commit a year ago
Pytorch Psetae ⭐ 98
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
most recent commit 2 years ago
Aaltd18 ⭐ 80
Data augmentation using synthetic data for time series classification with deep residual networks
most recent commit 6 years ago
The 7 Most Depended On Time Series Classification Open Source Projects
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57latest release November 06, 2023most recent commit 15 days agopypi sktime} Downloads
Tslearn ⭐ 2,769
The machine learning toolkit for time series analysis in Python
dependent packages 38total releases 99latest release August 21, 2023most recent commit 21 days agopypi tslearn} Downloads
Pyts ⭐ 1,563
A Python package for time series classification
dependent packages 17total releases 19latest release October 31, 2021most recent commit 8 months agopypi pyts} Downloads
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8latest release October 05, 2023most recent commit 3 months agopypi aeon} Downloads
The 10 Latest Releases In Time Series Classification Open Source Projects
Sktime ⭐ 7,368
A unified framework for machine learning with time series
dependent packages 57total releases 57latest release November 06, 2023most recent commit 15 days agopypi sktime} Downloads
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8latest release October 05, 2023most recent commit 3 months agopypi aeon} Downloads
Tslearn ⭐ 2,769
The machine learning toolkit for time series analysis in Python
dependent packages 38total releases 99latest release August 21, 2023most recent commit 21 days agopypi tslearn} Downloads
Fabba ⭐ 25
An efficient symbolic time series approximation technique
total releases 109latest release December 12, 2022most recent commit 4 months ago
Pyts ⭐ 1,563
A Python package for time series classification
dependent packages 17total releases 19latest release October 31, 2021most recent commit 8 months agopypi pyts} Downloads
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