4 ms·

Mumble grumble Keras. ("Shakes old man's fist at sky, and at people who seems to enjoy boilerplate code too much")

• yboris 5y ago
  Keras is wonderful. I can't understand whether your comment is in favor or against it. Either way, could you share why?
  • oofbey 5y ago
    Keras is great for easy problems. But as soon as you want to color outside the lines its opinionated simple model just gets in the way. Every time I've tried to use keras for real work, it was a total pain in the butt. Do your homework in keras. Use something else for real work.
    • yboris 5y ago
      As the originally-posted-link suggests, Keras is a great way to start in ML (this is how I started, with the book Deep Learning with Python by François Chollet, the creator of Keras). And after one is comfortable with the concepts and the general flow of things, and if one needs to do more advanced stuff (as you say), then move on to something like PyTorch (I love that they mention PyTorch Lightning in the article).
    • otacust 5y ago
      I used fastai quite a bit with PyTorch and ended up feeling the same way. Great for spinning up an effective model in a few lines, but really tough to make it do exactly what you want it to do.