Perry Deng's repositories

weaponizing_unicode

homoglyph detection through few-shot machine learning on weakly labelled data

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adv_mnist

adversarial attacks on a simple MNIST neural network

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aoc2021

advent of code challenges 2021

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detecting-adversarial-patches-capsule-networks

tensorflow expeirments with architecture described in "Matrix Capsules with EM Routing" by Hinton et al. (2018).

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ETH_bubble_backtesting

data from yahoo finance, focusing on the ongoing bubble and the bubble burst of 2018

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github_api_code_queries

github search api queries and sqlite

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wheatyeeters

datafest competition 2019

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beerpong

Is Ballmer peak real? Evidence from beer pong.

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misc_R_projs

miscellaneous R data science projects

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stack_exchange_text_mining

data mining and visualization: buzzword frequency, cyclical site traffic, sentiment stream, context prediction

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awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

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datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

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featuretools

An open source python library for automated feature engineering

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fonttools

A library to manipulate font files from Python.

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hacktiff2020

hackathon

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hps

Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors, CVPR 2021

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julia_numerical_analysis

group homework for numerical analysis class

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Pix2Vox

Implementation of Pix2Vox (Xie et al., ICCV 2019)

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RankedChoiceVotingScript

Using Google Sheets API to compute the winner of particular Form Response

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synthetic-computer-vision

A list of synthetic dataset and tools for computer vision

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TurningWeaknessIntoStrength

Official implementation for paper: A New Defense Against Adversarial Images: Turning a Weakness into a Strength

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web-piano

A tool for practicing your polyrhythms.

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