Danny James Williams — Blog https://dannyjameswilliams.co.uk/blog/ Danny James Williams — machine learning and AI engineer. Truncated density estimation, generative models, and writing about statistics. en-GB The Importance of Double and Triple Checking https://dannyjameswilliams.co.uk/blog/mistakes/ https://dannyjameswilliams.co.uk/blog/mistakes/ Wed, 20 Mar 2024 00:00:00 GMT How the best result of my PhD turned out to be a bug in a MATLAB one-liner. 2 Years of PhD Research: Stein Discrepancies with a Twist https://dannyjameswilliams.co.uk/blog/tksd/ https://dannyjameswilliams.co.uk/blog/tksd/ Mon, 05 Jun 2023 00:00:00 GMT Estimating a density when your data stops at a boundary you cannot describe. How can we do data science without all of our data? https://dannyjameswilliams.co.uk/blog/nodata/ https://dannyjameswilliams.co.uk/blog/nodata/ Thu, 24 Jun 2021 00:00:00 GMT An exploration of truncated probability density estimation, and how to solve the problem with score matching for unnormalised models. Natural Language Analysis of the Lyrics of Kanye West https://dannyjameswilliams.co.uk/blog/kanye/ https://dannyjameswilliams.co.uk/blog/kanye/ Mon, 06 Jul 2020 00:00:00 GMT I know I act a fool but, I promise you I’m going back to school. Electricity Demand Forecasting Hackathon https://dannyjameswilliams.co.uk/blog/hackathon/ https://dannyjameswilliams.co.uk/blog/hackathon/ Mon, 17 Feb 2020 00:00:00 GMT Fitting GAMs against the clock, and losing to a random forest in the final minute.