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Author Archives: jsilter
Classifying and visualizing with fastText and tSNE
Previously I wrote a three-part series on classifying text, in which I walked through the creation of a text classifier from the bottom up. It was interesting but it was purely an academic exercise. Here I’m going to use methods … Continue reading
Posted in Machine Learning, Statistics, Text Mining, Uncategorized, Visualizations
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Classifying text with Keras: Visualization
This is part 3 of a three-part series describing text processing and classification. Part 1 covers input data preparation and neural network construction, part 2 adds a variety of quality metrics, and part 3 visualizes the results. The output of … Continue reading
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Classifying Text with Keras: Logging
This is part 2 of a three-part series describing text processing and classification. Part 1 covers input data preparation and neural network construction, part 2 adds a variety of quality metrics, and part 3 visualizes the results. In part 1 … Continue reading
Classifying Text with Keras: Basic Text Processing
This is part 1 of a three-part series describing text processing and classification. Part 1 covers input data preparation and neural network construction, part 2 adds a variety of quality metrics, and part 3 visualizes the results. This post covers … Continue reading
(Hyper) Rational Travel Planning
There’s an expression floating around the rationalist corner of the interwebs: “If you’ve never missed a flight, you’re spending too much time in airports”. The idea is that to be sure of making a flight, one needs to get to … Continue reading
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