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@@ -225,6 +225,19 @@ Couples analysis automatically loads "shotness" data if available.
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<p align="center"><code>hercules --shotness --pb https://github.com/pallets/jinja | python3 labours.py -m couples -f pb</code></p>
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+#### Sentiment (positive and negative code)
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+
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+
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+<p align="center"><code>hercules --sentiment --pb https://github.com/django/django | python3 labours.py -m sentiment -f pb</code></p>
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+
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+We extract new or changed comments from source code on every commit, apply [BiDiSentiment]()
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+general purpose sentiment recurrent neural network and plot the results. Requires
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+[libtensorflow](https://www.tensorflow.org/install/install_go).
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+E.g. [`sadly, we need to hide the rect from the documentation finder for now`](https://github.com/pygame/pygame/commit/b6091d38c8a5639d311858660b38841d96598509#diff-eae59f175858fcef57cb17e733981c73R27) is negative and
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+[`Theano has a built-in optimization for logsumexp (...) so we can just write the expression directly`](https://github.com/keras-team/keras/commit/7d52af64c03e71bcd23112a7086dc8aab1b37ed2#diff-ff634bb5c5441d7052449f20018872b8R549)
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+is positive. Don't expect too much though - as was written, the sentiment model is
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+general purpose and the code comments have different nature, so there is no magic (for now).
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+
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#### Everything in a single pass
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```
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Vadim Markovtsev
