Posted on Tue 20 March 2018 in Basics • Tagged with Neural Net, Back Propagation
Now that we have seen how to build a neural net in pytorch, let's try to take it a step further and try to do the same thing in numpy.
Posted on Fri 16 March 2018 in Basics • Tagged with Neural net, Pytorch, Deep learning
The theory is all really nice, but let's actually build a neural net and train it! We'll see how a simple neural net with one hidden layer can learn to recognize digits very efficiently.
Posted on Tue 13 March 2018 in Basics • Tagged with Neural Net, SGD, Deep Learning
What is deep learning? It's a class of algorithms where you train something called a neural net to complete a specific task. Let's begin with a general overview and we will dig into the details in subsequent articles.