A tiny autograd and neural-network toolkit with NumPy/CuPy support.
Project description
fygrad
A tiny autograd and neural-network toolkit with NumPy/CuPy support.
Install
pip install fygrad
Quick start
from fygrad import Node
x = Node("x", [[1.0, 2.0], [3.0, 4.0]])
y = F.sum(x * 2)
y.backward()
print(x.grad)
Notes
- GPU support uses CuPy if it is available.
- The API is intentionally minimal.
License
MIT
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