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Alexia Xu's Projects

belief-propagation icon belief-propagation

Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

cs224n icon cs224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

cs224n_2017 icon cs224n_2017

Solutions for http://web.stanford.edu/class/cs224n/ assignments. Slightly tweaked to run on Tensorflow 1.0

cs231n-2017 icon cs231n-2017

Completed the CS231n 2017 spring assignments from Stanford university

fasttext icon fasttext

Library for fast text representation and classification.

models icon models

Models and examples built with TensorFlow

real-nvp icon real-nvp

Implementation of Real-NVP in Tensorflow

resnet-in-tensorflow icon resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

rnn_ner icon rnn_ner

A recurrent neural network to recognize named entities in text. Assignment 3 Stanford's cs224n 2017

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