PinnedChris BlodgettEntropy in Machine Learning Part 2After learning about entropy in Part One, we can easily define what the Kullback-Leibler (KL) divergence and cross-entropy are. So far, we…May 19May 19
PinnedChris BlodgettEntropy in Machine Learning Part 1We’ll be looking at some concepts from the core of modern machine learning. These ideas can be found from simple classification networks to…May 15May 15
PinnedChris BlodgettinTechnological SingularityWhat they didn’t teach you in elementary school — The Karatsuba Multiplication AlgorithmThe only way?Apr 2Apr 2
PinnedChris BlodgettThe Engines of AI: How Backpropagation and Gradient Descent Power Deep LearningIn the domain of contemporary deep learning, models, also referred to as neural networks, execute a process known as a forward pass. During…Mar 15Mar 15
PinnedChris BlodgettSurvival of the Fittest Cell: Python’s Game of Life“Game of Life — self-replicating systems with cellular automation”Feb 27Feb 27
Chris BlodgettFun Animations with Python & MatplotlibMatplotlib is an extremely useful python module for visualizing data and mathematical functions on said data — but did you know you can…Mar 22Mar 22
Chris BlodgettSorting ShowdownSorting is ubiquitous in our lives and among computer scientists even more so. Here are my Python implementations of three classic sorting…Feb 24Feb 24