Create more kinds of blocks

[OProfeta]

Each item in the navbar should expand into a dropdown.

• Processing
  • Reshape
  • Grayscale
  • OneHot
  • Rescale
• Deep Learning
  • Dense
  • Convolution
  • Recurrent
• Operations
  • Argmax
  • Merge
• Custom
  • Custom

Each one of these should be clickable, allowing for a corresponding code block to be dragged into the canvas.

Consequently, new code blocks need to be created:

• Reshape
• Grayscale
• OneHot
• Rescale
• Dense
• Convolution
• Recurrent
• Argmax
• Merge

Here are the blocks specifications:

• Reshape:
  • numerical parameter X
  • numerical parameter Y
  • numerical parameter Z
• Grayscale:
  • Nothing for now, will grayscale images later
• OneHot:
  • numerical parameter Number of Classes
• Rescale:
  • numerical parameter Width
  • numerical parameter Height
• Dense:
  • numerical parameter Neurons
  • multiple options, single selection for Activation function:
    • None
    • Sigmoid (should be the default one)
    • ReLU
    • Tanh
    • Softmax
    • LeakyReLU
  • multiple options, single selection for Dropout:
    • Yes
    • No (should be the default one)
  • multiple options, single selection for Batch Normalization:
    • Yes
    • No (should be the default one)
• Convolution:
  • multiple options, single choice for Convolution type:
    • Conv (should be the default one)
    • Transpose
    • Separable
    • Depthwise
  • multiple options, single choice for Dimension:
    • 1D
    • 2D (should be the default one)
    • 3D
  • numerical parameter for Patch size
  • numerical parameter for Stride
  • numerical parameter for Feature maps
  • multiple options, single choice for Zero-padding:
    • Same (should be the default one)
    • Valid
  • multiple options, single choice for Activation function:
    • None
    • Sigmoid (should be the default one)
    • ReLU
    • Tanh
  • multiple options, single choice for Dropout:
    • Yes
    • No (should be the default one)
  • multiple options, single choice for Batch Normalization:
    • Yes
    • No (should be the default one)
  • multiple option, single choice for Pooling:
    • Yes
    • No (should be the default one)
• Recurrent:
  • numerical parameter for Neurons
  • multiple options, single choice for Activation function:
    • None
    • Sigmoid (should be the default one)
    • ReLU
    • Tanh
    • Softmax
    • LeakyReLU
  • multiple options, single choice for Recurrent alternative:
    • LSTM (should be the default one)
    • GRU
    • RNN
  • multiple options, single choice for Return sequence:
    • Yes
    • No (should be the default one)
  • multiple options, single choice for Dropout:
    • Yes
    • No (should be the default one)
• Argmax:
  • numerical parameter for Dimension
• Merge:
  • numerical parameter for Number of inputs (should have the same amount of inputs in the block)
  • multiple options, single choice for Operation:
    • Concatenate
    • Subtraction
    • Addition (should be the default one)
    • Multiplication
    • Division