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enalisnick

enalisnick

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Home Page:enalisnick.github.io

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enalisnick's repositories

stick-breaking_dgms

Deep Generative Models with Stick-Breaking Priors

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paper_summaries

Summaries and minimal implementations of ML / statistics research articles.

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mixture_density_VAEs

Variational Autoencoders with Gaussian Mixture Latent Space

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dropout_icml2019

Code to reproduce the experiments reported in "Dropout as a Structured Shrinkage Prior" [Nalisnick et al., ICML 2019]

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blog_sandbox

Various demo scripts

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mixture_of_skew_t

Implementation of EM for a Mixture of Skew (Multivariate) Student-t Distributions

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doc2vec

C++ implement of Tomas Mikolov's word/document embedding

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infiniteWordEmbeddings

Word Embeddings with Stochastic Dimensionality

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NBA_shot_analysis

Code for running various classifiers on NBA shot data

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CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

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enalisnick.github.io

Academic Web Page

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Fall2017_Individual_Study

Repository for Fall 2017 Individual Study

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hlml-601-689

Course website for "Human-in-the-Loop Machine Learning"

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NeuralNetwork.jl

A Basic Feed-forward Neural Network, written in Julia.

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pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

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research

comma.ai for the people to experiment with

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Theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

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UCIDataScienceInitiative.github.io

UCIDataScienceInitiative workshop website

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