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localvsglobaluncertainty
localvsglobaluncertainty PublicEmpirical analysis of recent stochastic gradient methods for approximate inference in Bayesian deep learning, including SWA-Gaussian, MultiSWAG, and deep ensembles. See report_localglobal.pdf.
Python 2
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shoe-recommendation-engine
shoe-recommendation-engine PublicBuilding an e-commerce shoe recommender and exploring the associated feature space, and experimenting with generative models to create new designs.
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nlp-mafiascum
nlp-mafiascum PublicWe used deep learning techniques to improve upon a non-deep baseline for distinguishing between liars versus truth-tellers in online games of Mafia. See report_mafiascum.pdf.
Jupyter Notebook 1
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munchausen-rl
munchausen-rl PublicReimplementing and discussing/understanding Munchausen RL in a notebook.
Jupyter Notebook
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country-fertilitity-rate-regression
country-fertilitity-rate-regression PublicForked from Erika-Russi/mod_2_project
Building regression models for fertility rates in 90+ countries, and analysing results for statistically significant indicators.
Jupyter Notebook
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