Bunsen

by ZSpaceLabs

bunsen aims to be a "batteries included" complementary community standard library for extending the burn tensor library.

Book

Read the bunsen book

Organization

Burn Extensions

• bunsen::burner - this is a library of burn::module::Module lifecycle components that extend the current functionality of burn.
  • bunsen::burner::module::reflection has powerful tools for dynamic burn::module::Module reflection.
  • bunsen::burner::optim has parameter-group optimizer extensions.
• contracts - this is a library of runtime tensor-shape contracts.

Component Libraries

• blocks - this is a library of burn::module::Module components. This includes simple inner layers, recurrent utility blocks, and entire model families.
• ops - this is a library burn::tensor::Tensor operations.
• kits - this is a library of full models and simulation kits.

App and Testing Support Libs

• errors - this is a library of error types and tooling.
• support - this is a library of support functions for bunsen, including testing tooling which may be useful for clients.
• zspace - this is a library of z-space / index utilities.

Examples

The bunsen repo includes a number of complex demos. The goal of the demos is to showcase the capabilities of the library; while also collecting a working edge of problems which could and should be improved by further development.

See examples/ for the full index.

License

bunsen is distributed under the terms of both the MIT license and the Apache License (Version 2.0).