Neural Networks¶
This is an extremely large topic area and there are literally tens of millions of hits on google! We are listing here some that appeared helpful to some of our project teams. Note that the specific item covered in the link will not directly match our work but may still provide useful information.
- A book currently under development where the draft is being shared for review: http://www.deeplearningbook.org/
- Must Know Tips/Tricks in Deep Neural Networks (by Xiu-Shen Wei): http://lamda.nju.edu.cn/weixs/project/CNNTricks/CNNTricks.html
Provides practical tips on applying NN's. - Classifying Plankton with Deep Neural Networks: http://benanne.github.io/2015/03/17/plankton.html
Provides insights on things that worked / did not work for a classification problem.