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Jae Kang's Projects

1 icon 1

repository number 1

10-19-21 icon 10-19-21

Simple blackjack/21 iPhone app made with Swift 2. First iPhone app

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

asnr icon asnr

Animal Social Networks Repository

awesome-cv icon awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

balticfoodweb icon balticfoodweb

Network analysis of baltic food web, with data found from the Zander's 2007 paper in ecology (Ecological Archives E092-174-D1)

ctcdecoder icon ctcdecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.

educationneuralnet icon educationneuralnet

Predictor variables / Covariates : Students' 4 different scores on 2 assignments and 2 tests.

hello-tsx icon hello-tsx

Practicing Typescript integration with React.js

hitornotmusicneuralnet icon hitornotmusicneuralnet

Predictor Variables / Covariates : year of release, length of recording, binary indicator variables of whether jazz or rock and roll. Response Variable : Binary variable indicating whether Hit or Not (on Billboard). Similar to education neural net (predicting student scores), used stochastic gradient descent with online learning and simple gradient descent with batch learning as 2 different optimization methods. 2 layered neural net implemented from scratch with only Numpy and Scipy Python libraries

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