A package for the implementation of the multi-layer kernel machines (MLKM).
Project description
Multi-Layer Kernel Machine (MLKM)
This is a package for the implementation of the Multi-Layer Kernel Machines (MLKM), which are used for multi-scale nonparametric regression and confidence bands estimation. The method integrates random feature projections with multi-layer structure.
Installation
pip install Multi-Layer-Kernel-Machine
Dependencies
- numpy, pandas, matplotlib, tqdm, scikit-learn
- pytorch
Usage
See the documentation.
License
Multi-Layer Kernel Machine (MLKM) is released under the MIT License.
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