Posts - Page 5

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Optimized Log-Sum-Exp PyTorch FunctionMay 20, 2020
A walkthrough of how to optimize the log-sum-exp function in PyTorch.
machine-learning math optimization software-engineering
Torch CUDA Extension TricksMay 6, 2020
Some tricks I found useful for writing CUDA extensions for PyTorch.
software-engineering gpu ml-frameworks optimization
HMMs and CRFsApril 7, 2020
A comparison of Hidden Markov Models and Conditional Random Fields, two kinds of probabilistic graphical models.
machine-learning probabilistic-models algorithms math
"The Decadent Society" Book ReviewMarch 22, 2020
Summary and thoughts about The Decadent Society: How We Became the Victims of Our Own Success by Ross Douthat.
reviews philosophy culture
Coding the Viterbi Algorithm in NumpyMarch 15, 2020
A demo of how to code the Viterbi algorithm in Numpy.
machine-learning probabilistic-models algorithms math
Roaming through JapanMay 8, 2017
Exploring the Land of the Rising Sun for 19 days by train, through Tokyo, Nikko, Sendai, Sapporo, Kyoto, Osaka and Nagoya.
travel personal culture
How I Spent Spring Break in CubaMarch 4, 2017
A field guide to traveling to Cuba, written by naive college students for naive college students, mostly as exposition.
travel personal culture
Using Gensim Word2Vec Embeddings in KerasAugust 2, 2016
A short post and script regarding using Gensim Word2Vec embeddings in Keras, with example code.
machine-learning deep-learning nlp ml-frameworks
Restricted Boltzmann MachinesJuly 18, 2016
Building on the Recurrent RBM for sequence modeling. This post relates to what I am doing for my Master's thesis.
machine-learning deep-learning generative-models probabilistic-models
Touring the United States and CanadaMay 11, 2016
Narration from my trip through Nashville, Chicago, Toronto, Montreal, and Washington DC.
travel personal culture