Welcome to PyTorch-BSF!

PyTorch-BSF is a PyTorch implementation of Bezier simplex ftting. The project is on GitHub.

User guide

• Quickstart
  • Run as an MLflow project
  • Run as a Python package
  • Run as Python code
• Advanced Topics
  • Initial control points
  • Partial training
• What is Bezier simplex fitting?
  • Bezier simplex
  • Fitting a Bezier simplex to a dataset
  • Why does Bezier simplex fitting matter?
  • Application 1: Elastic net
  • Application 2: Deep neural networks
  • References
• Frequently asked questions
  • There are too many tools for hyperparameter search of ML. Why do you propose yet another one?
  • Are approximation results always reliable?
  • Are there any applications other than multiobjective optimization?

API reference

• torch_bsf
  • torch_bsf package

Indices and tables

• Index

• Module Index

• Search Page