All work
Open source
FizTorch
Deep learning framework from scratch
I wanted to know what happens inside loss.backward(), so I wrote it. FizTorch is a tensor library in Python and NumPy with automatic differentiation (backpropagation), a handful of neural network layers and an optimizer, small enough to read in an afternoon.
01Highlights
- Autograd engine on top of NumPy
- Linear, ReLU and Sigmoid layers with a Sequential container
- Adam optimizer
- Checked on MNIST and California Housing
02Stack
- Python
- NumPy
- Autograd