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Wondering if one can train TensorFlow to catch bugs in source code. Train it from github.com's commits, logs - auto learn "what the SW bugs look like" and sca
by tkinom 10y ago
Wondering if one can train TensorFlow to catch bugs in source code.
Train it from github.com's commits, logs -
auto learn "what the SW bugs look like" and scan for new one....
- mdda 10y agos/TensorFlow/a deep RNN like this/ would make more sense. TensorFlow is just a framework (as are Theano, Torch or DL4J) for expressing the network architecture. Framework:Network ~ ProgrammingLanguage:Algorithm
- visarga 10y agoThere is something like this: Automatic Patch Generation by Learning Correct Code https://people.csail.mit.edu/rinard/paper/popl16.pdf https://people.csail.mit.edu/rinard/paper/popl16.pdf