Found in translation: Building a language translator from scratch with deep learning Build an English-French language translator from scratch using PyTorch. Neural networks have won me over. Why, you ask? It's really quite simple – they’ve allowed me, a fledgling student of artificial intelligence, to develop a language translator from scratch. And it works. It really works! Now, let’s take a mome