Something

Machine Learning Module

• Machine Learning and Deep learning algorithms written with python and numpy.
• Perfect for every environment including Raspberry Pi

Example

import numpy as np
from something.train import train
from something.nn import NeuralNet
from something.layers import Linear, Tanh
from something.datasets import get_xor
# Load the dataset
inputs, targets = get_xor()
net = NeuralNet([
    Linear(input_size=2, output_size=2),
    Tanh(),
    Linear(input_size=2, output_size=2)
])
train(net, inputs, targets)
for x, y in zip(inputs, targets):
    predicted = net.forward(x)
    print(x, predicted, y)

Stay tuned! Nothing is also coming :D

References

CS231n: Convolutional Neural Networks for Visual Recognition

Coursera Neural Networks and Deep Learning