Exact Tanimoto Kernel Gaussian Processes
Project description
Tanimoto GP
Work in progress- a small library for Tanimoto kernel GPs.
For a minimal running example, see examples/logp_regression.py.
Development
Installation
Install kern_gp from https://github.com/AustinT/kernel-only-GP.
(currently works with v0.1.0, future compatibility unclear)
Formatting
Use pre-commit to enforce formatting, large file checks, etc.
If not already installed in your environment, run:
conda install pre-commit
To install the precommit hooks:
pre-commit install
Now a series of useful checks will be run before any commit.
List of possible improvements
- Cache the cholesky factorization of kernel matrix to avoid repeatedly computing this in BO
Release history Release notifications | RSS feed
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