minirocket
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification (by angus924)
InceptionTime
InceptionTime: Finding AlexNet for Time Series Classification (by hfawaz)
| minirocket | InceptionTime | |
|---|---|---|
| 1 | 2 | |
| 267 | 605 | |
| - | - | |
| 10.0 | 3.1 | |
| about 2 years ago | 7 months ago | |
| Python | Python | |
| GNU General Public License v3.0 only | 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.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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.
minirocket
Posts with mentions or reviews of minirocket.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-01.
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[D] Audio segmentation - Machine Learning algorithm to segment a audio file into multiple class
train minirocket/hydra, which were designed for time series classification, on the labelled dataset (probably as four one-vs-many problems, eg s1 vs the rest, s2 vs the rest etc)
InceptionTime
Posts with mentions or reviews of InceptionTime.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-14.
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Keras-tuner tuning hyperparam controlling feature size
I would recommend you to read the following paper: https://arxiv.org/abs/1909.04939 and their implementation: https://github.com/hfawaz/InceptionTime . Moreover, check out sktime: https://github.com/sktime/sktime
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How to install many packages without having to allow each one?
I have to install all these packages...
What are some alternatives?
When comparing minirocket and InceptionTime you can also consider the following projects:
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
pytorch-tutorial - PyTorch Tutorial for Deep Learning Researchers
sktime - A unified framework for machine learning with time series
Keras - Deep Learning for humans
tslearn - The machine learning toolkit for time series analysis in Python
keras - Deep Learning for humans [Moved to: https://github.com/keras-team/keras]
faceswap - Deepfakes Software For All
rocket - ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels