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)
machine_learning_basics
Plain python implementations of basic machine learning algorithms (by zotroneneis)
| Time-series-classification-and-clustering-with-Reservoir-Computing | machine_learning_basics | |
|---|---|---|
| 1 | 5 | |
| 320 | 4,205 | |
| - | - | |
| 7.4 | 0.0 | |
| 27 days ago | 3 months ago | |
| Python | Jupyter Notebook | |
| MIT License | MIT 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.
machine_learning_basics
Posts with mentions or reviews of machine_learning_basics.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-01-29.
-
Bayesian linear regression in (plain) Python
A while back I open sourced a repository implementing fundamental machine learning algorithms in Python, along with the most important theoretical information. I originally created the repository for myself when preparing for AI residency interviews. You can find the original Reddit post here.
- Bayesian linear regression in Python
What are some alternatives?
When comparing Time-series-classification-and-clustering-with-Reservoir-Computing and machine_learning_basics you can also consider the following projects:
tslearn - The machine learning toolkit for time series analysis in Python
Financial-Models-Numerical-Methods - Collection of notebooks about quantitative finance, with interactive python code.