rsgrad is a super fast backpropagation library for python and rust.
micrograd but in rust
written by following Andrej Karpathy's tutorials.
- python bindings
- finish backpropagation
- cuda support
- implement algorithms
- f16 support using the half crate
- fun to rewrite it in rust
- might be faster than python
- for projects, you can have compiled binaries rather than python code (eg: imagine stable diffusion as a binary instead of needing to install all the libraries)
- wasm support?