InceptionTime
InceptionTime: Finding AlexNet for Time Series Classification (by hfawaz)
rocket
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels (by angus924)
| InceptionTime | rocket | |
|---|---|---|
| 2 | 1 | |
| 604 | 399 | |
| - | - | |
| 3.1 | 1.8 | |
| 7 months ago | about 2 years 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.
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...
rocket
Posts with mentions or reviews of rocket.
We have used some of these posts to build our list of alternatives
and similar projects.
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How can I get the probability of a rocket classifier?
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 InceptionTime and rocket you can also consider the following projects:
sktime-dl - DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
tslearn - The machine learning toolkit for time series analysis in Python
pytorch-tutorial - PyTorch Tutorial for Deep Learning Researchers
hydra - HYDRA: Competing convolutional kernels for fast and accurate time series classification
sktime - A unified framework for machine learning with time series
lb - xk media library [Moved to: https://github.com/chapmanjacobd/library]
Keras - Deep Learning for humans
neural-style-tf - TensorFlow (Python API) implementation of Neural Style
keras - Deep Learning for humans [Moved to: https://github.com/keras-team/keras]
SOPG - Secure-Obscure Password Generator