Experience various machine learning on PHP with Rindow Neural Networks.

• Basic image classification on PHP
• Convolutional Neural Network(CNN) on PHP
• Learning to add numbers with seq2seq on PHP
• Neural machine translation with attention

Basic image clasification on PHP

This is a tutorial for beginners. Experience a machine learning model with very simple image recognition.

Basic image classification on PHP

Convolutional Neural Network(CNN) on PHP

Create a simple model of a Convolutional Neural Network (CNN) using CIFAR-10, a slightly more complex image dataset.

Convolutional Neural Network(CNN) on PHP

Learning to add numbers with seq2seq on PHP

Learn the addition of two numbers using Recurrent Neural Network (RNN) on PHP.

Learning to add numbers with seq2seq on PHP

# 583+885=1468 : * 1468
# 517+959=1476 : * 1476
# 437+571=1008 : * 1008
# 195+322=517  : * 517
# 258+623=881  : * 881
# 739+857=1596 : * 1596
# 580+724=1304 : * 1304
# 151+284=434  :   435
# 418+789=1207 : * 1207
# 52+889 =941  : * 941

Neural machine translation with attention

Machine translation of natural language using Recurrent Neural Network (RNN) and Attention

Neural machine translation with attention on PHP

# Input:   <start> fermez la porte ! <end>
# Predict: close the door . <end>
# Target:  <start> close the door . <end>