Coding a neural network from scratch allows you to fully understand exactly what's going on, and allows you to experiment with the code. The downside is the extra time and effort required. Listing 1: ...

Python Neural Network Cross Entropy Error Demo Behind the scenes I’m using the Anaconda (version 4.1.1) distribution that contains Python 3.5.2 and NumPy 1.11.1, which are also used by Cognitive ...

In tests using large-scale real-world graph datasets, Capsule outperformed the best existing systems, achieving up to a 12.02x performance improvement while using only 22.24% of the memory.