v1.7.1

Neural Network Models and Architectures

• Layers
  • Improve 2D filter layers
• Neurons
  • Bias is no longer constant but always initialize to 1
• Features
  • Add function to display 2D filter layers as bitmap
  • Add function to display 2D input data as bitmap

Learning Algorithms and Optimizations

• Layer Optimizers
  • Add Error Multiplier

Data

• Normalize data between [0, 1] instead of [-1, 1]

Tests

• Improve test stability
• Datasets
  • Improve the best MNIST neural network
  • Improve the best Fashion-MNIST neural network
  • Improve the best CIFAR-10 neural network