tslearn VS rocket

Compare tslearn vs rocket and see what are their differences.

tslearn

The machine learning toolkit for time series analysis in Python (by tslearn-team)
time-series Timeseries time-series-analysis time-series-clustering Machine Learning machine-learning-algorithms Machinelearning Dtw Python time-series-classification dynamic-time-warping
Source Code
tslearn.readthedocs.io
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rocket

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels (by angus924)
Scalable time-series-classification Random Convolution convolutional-kernel convolutional-neural-network
Source Code
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tslearn rocket
51 1
2,780 399
1.4% -
6.9 1.8
5 days ago about 2 years ago
Python Python
BSD 2-clause "Simplified" License GNU General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

tslearn

Posts with mentions or reviews of tslearn. We have used some of these posts to build our list of alternatives and similar projects.

rocket

Posts with mentions or reviews of rocket. We have used some of these posts to build our list of alternatives and similar projects.
  • How can I get the probability of a rocket classifier?
    1 project | /r/learnpython | 28 May 2022
    so I made a simple function to train a Rocket classifier (https://github.com/angus924/rocket). I want to do binary classifications and also plot the ROC curve for that. For the ROC curve I would need the probability scores though. My code is as follows:

What are some alternatives?

When comparing tslearn and rocket you can also consider the following projects:

sktime - A unified framework for machine learning with time series

hydra - HYDRA: Competing convolutional kernels for fast and accurate time series classification

sktime-dl - DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

lb - xk media library [Moved to: https://github.com/chapmanjacobd/library]

pytorch-forecasting - Time series forecasting with PyTorch

neural-style-tf - TensorFlow (Python API) implementation of Neural Style

neural_prophet - NeuralProphet: A simple forecasting package

Time-series-classification-and-clustering-with-Reservoir-Computing - Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

InceptionTime - InceptionTime: Finding AlexNet for Time Series Classification

scikit-hts - Hierarchical Time Series Forecasting with a familiar API

SOPG - Secure-Obscure Password Generator

tslearn vs sktime rocket vs hydra tslearn vs sktime-dl rocket vs lb tslearn vs pytorch-forecasting rocket vs neural-style-tf tslearn vs neural_prophet rocket vs sktime tslearn vs Time-series-classification-and-clustering-with-Reservoir-Computing rocket vs InceptionTime tslearn vs scikit-hts rocket vs SOPG