dtan
Time-series-classification-and-clustering-with-Reservoir-Computing
dtan | Time-series-classification-and-clustering-with-Reservoir-Computing | |
---|---|---|
1 | 1 | |
65 | 320 | |
- | - | |
0.0 | 7.4 | |
10 months ago | 30 days ago | |
Jupyter Notebook | Python | |
MIT License | MIT License |
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.
dtan
-
[D][P] Neural Network as Frequency Offset Corrector
You may find this https://github.com/BGU-CS-VIL/dtan helpful...
Time-series-classification-and-clustering-with-Reservoir-Computing
-
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.
What are some alternatives?
Practical_RL - A course in reinforcement learning in the wild
tslearn - The machine learning toolkit for time series analysis in Python
Autoformer - About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
python-machine-learning-book - The "Python Machine Learning (1st edition)" book code repository and info resource
ai-seed - 1000+ ready code templates to kickstart your next AI experiment
machine_learning_basics - Plain python implementations of basic machine learning algorithms
tsai - Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
hdbscan - A high performance implementation of HDBSCAN clustering.