neuralnetworks.thought-experiments

A repo of observations and notes to understand the workings of neural network models and other simple thought experiments using Tensorflow.

• Activations - Notes on activation functions with experimental results to compare models on MNIST and CIFAR10
• Generative Models - Observations on generative machine learning and results using Auto Encoders, VAEs and GANs
• Model Pruning - Results on doing pruning in neural networks. (mainly OBD as of now.)