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Yeah, that was my very first one. I have since started with vectorized implementations instead of that clumsy way I did it the first time. However I found vecto
by mrborgen 11y ago
Yeah, that was my very first one. I have since started with vectorized implementations instead of that clumsy way I did it the first time. However I found vectorization a bit tricky at first.
I'm actually planning to try and learn convolutional nets soon, and will try to setup a small study group online (basically just a repo with materials and a Slack/Gitter chat room), where people can help each other with learning it. Do you think that would help you to learn it?
- ratsimihah 11y agoInteresting how you haven't used any machine learning framework :) Did you do it purposely to get a better understanding of neural nets? Are you going to move to frameworks to speed up your iteration speed? Or are you more interested in maybe refactoring your code into a reusable framework? :)
- mrborgen 11y agoYeah, I wanted to understand how they worked, so I stayed away from any framework. I have since moved over to using Theano, Lasagne & nolearn. However, I almost find it just as hard, because it's so easy to step wrong and get errors, and so hard to debug. In addition, Lasagne & nolearn doesn't exactly have great documentation of tutorials available (they have some, but I like to try out many tutorials to get perspective and get a proper understanding). I'm far from good enough to turn my implementations into frameworks :p