numpy-dl

TODOs

Layers to add

• Linear/Dense
• Dropout
• 2D convolution
  • stride
• Flatten
• Pooling
  • stride

Optimizers to add

• SGD
• Adam optimizer

Objective functions to add

• Categorical Crossentropy
• RMSprop

Other

• Convert to graph structure
• Add decaying learning rate
• Add momentum to optimizers
• Add callbacks
• Add evaluate function
• Remove mnist data loader dependency on keras/tensorflow