Ladies and gentlemen I am incredibly proud and excited to present the very first public product of Peptone, the Database of Structural… (more…)

In this series of posts, we will develop an analogy between the realistic assumptions debate in economic methodology and the current discussion over interpretability when using machine learning models in the wild. While this connection may seem fuzzy at f... (more…)

Matrix decompositions are a useful tool for reducing a matrix to their constituent parts in order to simplify a range of more complex operations. Perhaps the most used type of matrix decomposition is the eigendecomposition that decomposes a matrix into ei... (more…)

Gradient descent: Step-by-step spreadsheets show you how machines learn without the code. Go under the hood with backprop, partial derivatives, and gradient descent. (more…)

Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. (more…)