Understand PyTorch code in 10 minutes
So PyTorch is the new popular framework for deep learners and many new papers release code in PyTorch that one might want to inspect. Here is my understanding of it narrowed down…
#data-science
6 posts
An intuitive understanding of variational autoencoders without any formula
I love the simplicity of autoencoders as a very intuitive unsupervised learning method. They are in the simplest case, a three layer neural network. In the first layer the data…
An introduction to Neural Networks without any formula
What is a neural network? To get started, it's beneficial to keep in mind that modern neural network started as an attempt to model the way that brain performs computations. We…
How to work with Jupyter Notebook on a remote machine (Linux)
I typically use my computers at home to connect to my work computer. I setup xRDP to remote desktop into my work computer(Linux) which is OK but slow at times depending on the…
Theano workflow
Theano might look intimidating, but there are a few concepts that if understood, would make the engineering involved in deep learning more tangible. The first is the concept of…
How to Install Theano on Windows 10 64b to try deep learning on GPUs
Deep learning is hot! Mostly due to significantly improved results that you might have heard about. The use of graphical processing units (GPUs) that can perform many calculations…