Data

Tools

Indexes

Applications

Experiments

Open Source Science

famgpytorch

An implementation of an approximated RBF kernel using GPyTorch

https://github.com/cef0pt/famgpytorch

Science Score: 57.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.0%) to scientific vocabulary

Keywords

approximation gpytorch pytorch rbf-kernel
Last synced: 6 months ago · JSON representation ·

Repository

An implementation of an approximated RBF kernel using GPyTorch

Basic Info
  • Host: GitHub
  • Owner: Cef0PT
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 9.19 MB
Statistics
  • Stars: 0
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
approximation gpytorch pytorch rbf-kernel
Created about 1 year ago · Last pushed 8 months ago
Metadata Files
Readme License Citation

README.md

FAMGPyTorch

An implementation of an approximate RBF kernel based on Fast Approximate Multioutput Gaussian Processes, with Mercer's expansion based on Stable Evaluation of Gaussian RBF Interpolants, using GPyTorch.

Install FAMGPyTorch using pip from GitHub repository:

bash pip install famgpytorch@git+https://github.com/Cef0PT/famgpytorch

Install FAMGPyTorch using pip from local directory:

bash pip install <path_to_this_directory>

Owner

  • Name: Pascal Tölle
  • Login: Cef0PT
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
authors:
- family-names: "Tölle"
  given-names: "Pascal Alexander"
title: "FAMGPyTorch"
version: 0.2.0
url: "https://github.com/Cef0PT/famgpytorch"

GitHub Events

Total
  • Public event: 1
  • Push event: 16
Last Year
  • Public event: 1
  • Push event: 16

Dependencies

setup.py pypi
  • torch *
pyproject.toml pypi