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Junan Guo's Projects

amslidemenu icon amslidemenu

Sliding Menu for iOS (Left and Right menus). Multiple storyboards and XIBs support.

jnstack icon jnstack

An objective-c implementation of stack using NSMutableArray

libsoundcloud-ios icon libsoundcloud-ios

A custom library for using soundcloud in your iOS apps. This library doesn't have any dependancy projects like the official SoundCloud SDK and should be much easier to implement in your projects

lstm_networks icon lstm_networks

This is the code for "LSTM Networks - The Math of Intelligence (Week 8)" By Siraj Raval on Youtube

react-parallax-card icon react-parallax-card

A card with parallax effect when the user mouse-over it. Similar to the Apple TV effect

vae-on-fashion-mnist icon vae-on-fashion-mnist

Our group aims to learn about Variational Autoencoders by training a VAE model using Keras. The dataset we used was Fashion MNIST, a collection of 28x28 pixel images split into 10 classes of clothing items. We used the encoder model to output a visualization of the dataset’s latent space, and plotted similarity between images. To learn more about VAEs, we also analyzed the mathematical models behind concept, compared the method to autoencoders + PCA, and explored applications of VAE in domains other than image generation.

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