pengyinxw / ML2018SPRING

NTUEE 2018 spring course - Machine Learning (Pei-Yuan Wu, Hung-Yi Lee, Tsungnan Lin)

NTUEE Machine Learning 2018 Spring (Pei-Yuan Wu, Hung-Yi Lee, Tsungnan Lin)

Homework 1

Linear Regression - PM2.5 Prediction
kaggle competition rank 5
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Homework 2

Logistic Regression - Income Prediction
kaggle competition rank 23
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Homework 3

CNN - Image Sentiment Classification
kaggle competition rank 7
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Homework 4

Unsupervised Learning & Dimension Reduction
kaggle competition rank 25 (100% accuracy)
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Homework 5

RNN - Text Sentiment Classification
kaggle competition rank 34
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Homework 6

Matrix Factorization - Movie Rating
kaggle competition rank 2
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Final Project

Response Selection - Conversations in TV Shows
kaggle competition rank 6
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all project slide