Saumik Narayanan

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November 2020

Implementing Closed Form CRPS in Python

In my review of the paper Probabilistic forecasting of surgical case duration using machine learning: model development and validation last week, I briefly mentioned the term CRPS. Today, I’ll go into a little more detail on what CRPS actually is and discuss its implementation in Python. What is CRPS? CRPS, Read more…

By Saumik, 2 yearsNovember 29, 2020 ago

Paper Review: Machine Learning to Forecast Surgery Duration

My second rotation has started on Monday, and I’ve decided to work with Dr. Chenyang Lu in the area of Machine Learning for Health. During the rotation, I’m going to be working especially close with York Jiao, MD, the Director of Anesthesia at the Shriners Hospital for Children in St. Read more…

By Saumik, 2 yearsNovember 18, 2020 ago

Wrapping up Learning Chess Biases and Proposed Next Steps

Introduction Today is the final day of my first rotation with CJ and as part of the rotation requirements, I need to write a final report. In line with some of my other assignments, I’ve decided to complete this in the form of a blog! This post will contain three Read more…

By Saumik, 2 yearsNovember 15, 2020 ago

Classifying Player Moves using Random Forests

Over the last week, I’ve mainly been expanding on my work from last week, with the dataset of moves represented as differences of compressed chess board states. In my blog post last week, I generated a dataset of 10 players, and plotted the results. The first thing I did this Read more…

By Saumik, 2 yearsNovember 8, 2020 ago
Recent Posts
  • Thoughts on my first NeurIPS December 4, 2022
  • Using GPUs and JupyterLab on the WashU RIS Cluster November 17, 2022
  • Visualizing Airline Routes and Hubs October 31, 2022
  • What every computer science major should know (to get an internship) July 8, 2022
  • A Brief Guide to Maia May 23, 2021
  • Predicting Move Times in Chess – Final Report May 3, 2021
  • Predicting Move Times in Chess – Status Update April 4, 2021
  • Predicting Move Times in Chess – Intro March 14, 2021
  • Working Harder, not Smarter in Pacman February 28, 2021
  • A Brief Guide to Stockfish NNUE January 24, 2021
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