All Posts
- Optimized Log-Sum-Exp PyTorch Function May 20, 2020
A walkthrough of how to optimize the log-sum-exp function in PyTorch.
- Torch CUDA Extension Tricks May 6, 2020
Some tricks I found useful for writing CUDA extensions for PyTorch.
- HMMs and CRFs April 7, 2020
A comparison of Hidden Markov Models and Conditional Random Fields, two kinds of probabilistic graphical models.
- Recap from MIT Covid-19 Challenge April 5, 2020
Recap and potential future directions from the MIT Covid-19 Challenge.
- "The Decadent Society" Book Review March 22, 2020
Summary and thoughts about The Decadent Society: How We Became the Victims of Our Own Success by Ross Douthat.
- Coding the Viterbi Algorithm in Numpy March 15, 2020
A demo of how to code the Viterbi algorithm in Numpy.
- Roaming through Japan May 8, 2017
Exploring the Land of the Rising Sun for 19 days by train, through Tokyo, Nikko, Sendai, Sapporo, Kyoto, Osaka and Nagoya.
- How I Spent Spring Break in Cuba March 4, 2017
A field guide to traveling to Cuba, written by naive college students for naive college students, mostly as exposition.
- Using Gensim Word2Vec Embeddings in Keras August 2, 2016
A short post and script regarding using Gensim Word2Vec embeddings in Keras, with example code.
- Restricted Boltzmann Machines July 18, 2016
Building on the Recurrent RBM for sequence modeling. This post relates to what I am doing for my Master's thesis.