Robingrad
Something between Tinygrad and Micrograd.
Installation
To install the current release,
pip install robingrad==0.1.0From source
git clone https://github.com/marcosalvalaggio/robingrad.git
cd robingrad
./build.shExamples
- In the examples folder, you can find examples of models trained using the Robingrad library.
- A declaration example of an MLP net using Robingrad:
from robingrad import Tensor, draw_dot
import robingrad.nn as nn
class RobinNet:
def __init__(self):
self.l1 = nn.Linear(5,16)
self.l2 = nn.Linear(16,1)
def __call__(self, x):
x = self.l1(x)
x = x.relu()
x = self.l2(x)
return x
model = RobinNet()
res = model(X_train[0].reshape((1,5)))
draw_dot(res)
