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Dec 24, 2020
Prototypical Networks for Few-Shot Learning
What does the latent space look like?
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Dec 29, 2019
NLP Rules and Models for Jeopardy! Questions and Answers
Using the spaCy 2.x Matcher and TextCategorizer modules
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Mar 6, 2019
Baselines for Text Classification
With so many new advances in NLP last year, how high is the lower bound now?
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Oct 24, 2018
Deep Bayesian Generative Models for Classification
How can we leverage generative models with unlabeled data to improve classification accuracy?
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Sep 3, 2017
2017 NBA Hackathon Questions
What is the probability of the Warriors dropping consecutive games in the regular season? What is the expected ticket revenue from all playoff games?
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Aug 14, 2017
Dimensionality Reduction for Classification
PCA, SVD, and t-SNE can work wonders when wrangling with high-dimensional, imbalanced datasets.