prophet 0.0.2

A neural network implementation with a focus on cache-efficiency and sequential performance.
Documentation

PROPHET

A neural net implementation written in Rust with a focus on cache-efficiency and sequential performance.

Take a look into the documentation to get to know how to use it!

Link to crates.io.

Usage

  • pull this project into your workspace
  • build and run with cargo

Future Plans (in no specific order)

  • convolutional neural network implementation
  • implement neural net generically for num::Float types
  • improve error handling: less panics, more results
  • enhance interfaces with stronger type safety
  • add usage examples and benchmarks
  • increase test code coverage
  • parallel implementation for large layers