3 ms·
The source, as well as more in-depth description, is available at https://github.com/rwk506/CrashCatcher https://github.com/rwk506/CrashCatcher This is actuall
by matt4077 9y ago
The source, as well as more in-depth description, is available at https://github.com/rwk506/CrashCatcher https://github.com/rwk506/CrashCatcher
This is actually quite neat! Having little data and not enough resources to manually label thousands of examples seems to be a somewhat neglected problem. Maybe we should boycott Google's captchas until they feel the same pain :)
The comments in the code do read like a parody, though:
count = 0 ### start a counter at zero
- vlasev 9y agoNo kidding... while success: ### while success == True
- chestervonwinch 9y agoAside from the necessity of the comments, I notice they have many comment blocks that are to the right of the code block, but left-aligned to some column number. Is this easy in some editor? I can't imagine doing this in vim without some extra fanciness in the vimrc, for example.
- nl 9y agoHaving little data and not enough resources to manually label thousands of examples seems to be a somewhat neglected problem. It's not a neglected problem - it is an extremely active area of research, and something people deal with every single day when using ML in industry (do you feel my frustration there?!) The problem is that there isn't a single generalization method that works well. For specific problems there are numerous approaches which can help. Distant supervision, adversarial techniques, data augmentation, reinforcement learning etc are all areas to look at - but the specific technique depends on your exact problem.