A package for the implementation of the multi-layer kernel machine (MLKM).
Project description
Multi-Layer Kernel Machine (MLKM)
This is a package for the implementation of the Multi-Layer Kernel Machine (MLKM), which is a framework for multi-scale nonparametric regression and confidence bands. The method integrates random feature projections with a multi-layer structure.
Installation
pip install Multi-Layer-Kernel-Machine
Dependencies
- Python 3
- Pytorch
- numpy, pandas, matplotlib, tqdm, scikit-learn
Usage
See MLKM documentation.
License
Multi-Layer Kernel Machine (MLKM) is released under the MIT License.
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