We used deep learning to guess a patient’s race based on their chest X-ray.
The Adam optimizer and some simple experiments.
Linear algebra methods for unsupervised learning with two kinds of data: images and graphs
In this blog post, I will create a machine learning model that predicts an individual characteristic like employment status or income on the basis of other demographic characteristics.
In this blog post, I will implement least-squares linear regression, and experiment with LASSO regularization for overparameterized problems.
Classifying Palmer Penguins with Sklearn.
Optimization algorithms based on the gradients of functions.
In this blog post, I will implement the perceptron algorithm using numerical programming and demonstrate its use on synthetic data sets.
