Time-series-classification-and-clustering-with-Reservoir-Computing
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering. (by FilippoMB)
tslearn
The machine learning toolkit for time series analysis in Python (by tslearn-team)
| Time-series-classification-and-clustering-with-Reservoir-Computing | tslearn | |
|---|---|---|
| 1 | 51 | |
| 320 | 2,780 | |
| - | 0.5% | |
| 7.4 | 6.9 | |
| 27 days ago | 8 days ago | |
| Python | Python | |
| MIT License | BSD 2-clause "Simplified" License |
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.
Time-series-classification-and-clustering-with-Reservoir-Computing
Posts with mentions or reviews of Time-series-classification-and-clustering-with-Reservoir-Computing.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Conversion of a dense feedforward neural net to a reservoir computer/ESN in Python/Pytorch
The most helpful, application-wise, seems to be built around this paper. There's an associated github repo, and a lighter intro to it via medium.
tslearn
Posts with mentions or reviews of tslearn.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing Time-series-classification-and-clustering-with-Reservoir-Computing and tslearn you can also consider the following projects:
python-machine-learning-book - The "Python Machine Learning (1st edition)" book code repository and info resource
sktime - A unified framework for machine learning with time series