5 Types of LSTM Recurrent Neural Networks and What to Do With Them
The Primordial Soup of Vanilla RNNs and Reservoir Computing Using past experience for improved future performance is a cornerstone of deep learning, and indeed of machine learning in general. One…
The 6 Metrics You Need to Optimize for Performance in Machine Learning
Introducing the Metrics You Can Optimize in Machine Learning There are many metrics to measure the performance of your model depending on the type of machine learning you are looking…
It’s the Great PumpGAN, Charlie Brown
Get Into The Halloween Spirit of GANs With This Pumpkin Generator Tutorial (Generative adversarial training. Blue lines indicate flow of inputs, green lines outputs, and red lines error signals.) Generative…
Transfer Learning Made Easy: Coding a Powerful Technique
Artificial Intelligence for the Average User Artificial intelligence (A.I.) is shaping up to be the most powerful and transformative technology to sweep the globe and touch all facets of life…
PyTorch Release v1.3.0 – Mobile Support, Named Tensors, Quantization, Type Promotion
PyTorch is a widely used, open source deep learning platform used for easily writing neural network layers in Python enabling a seamless workflow from research to production. Based on Torch,…