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David Tran's Projects

aoc icon aoc

Learning rust by doing advent of code challenges

image_classification icon image_classification

In this project, you'll classify images from the CIFAR-10 dataset. The dataset consists of airplanes, dogs, cats, and other objects. You'll preprocess the images, then train a convolutional neural network on all the samples. The images need to be normalized and the labels need to be one-hot encoded. You'll get to apply what you learned and build a convolutional, max pooling, dropout, and fully connected layers. At the end, you'll get to see your neural network's predictions on the sample images.

rustlings icon rustlings

:crab: Small exercises to get you used to reading and writing Rust code!

smart-mirror icon smart-mirror

The fairest of them all. A DIY voice controlled smart mirror with IoT integration.

text-summary icon text-summary

Generate a text description from a given personality profile.

tis-100 icon tis-100

An (eventually) comprehensive spoiler for TIS-100

tv-script-generation icon tv-script-generation

In this project, you'll generate your own Simpsons TV scripts using RNNs. You'll be using part of the Simpsons dataset of scripts from 27 seasons. The Neural Network you'll build will generate a new TV script for a scene at Moe's Tavern.

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