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This is a grouped project about high school students and future predictions. We select many variables from the raw data and build Logistic models to analyze the factors that determine the high scho…
HTML UpdatedApr 14, 2021 -
Stock-price-prediction-using-GAN Public
Forked from hungchun-lin/Stock-price-prediction-using-GANIn this project, we will compare two algorithms for stock prediction. First, we will utilize the Long Short Term Memory(LSTM) network to do the Stock Market Prediction. LSTM is a powerful method th…
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Travel-insurance-prediction Public
Forked from hungchun-lin/Travel-insurance-predictionApply Bayesian analysis on predicting travel insurance claims or not.
R UpdatedJan 21, 2021 -
GDP consists of Government Spending, Net Exports, Personal Consumption, and Business Investment. Education, Healthcare, Defense spendings are the three main areas where the government spends money …
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Home-credit-default-risk Public
Forked from hungchun-lin/Home-credit-default-riskThis project utilized Machine Learning through Python with sklearn package. The objective of this project is to use historical loan application data to predict whether or not an applicant will be a…
Jupyter Notebook UpdatedAug 8, 2020 -
Global-Trade-Visualization Public
International trade happens when goods and services are exchanged between countries. Trade counts as a major part of a country’s GDP, and international trade contributes to half of world economic a…
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Anime-Face-Generator-using-GAN-FinalProject-Group2 Public
Forked from hungchun-lin/Anime-Face-Generator-using-GAN-FinalProject-Group2Using Deep Learning to create a generator that produces various types of anime faces.
Python UpdatedMay 1, 2020 -
Everyone has experience in booking hotels, no matter you are on vacation or a business trip. So we have a curiosity about how the hotel price fluctuate. We want to find out whether there is a corre…
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This is a grouped project analysis the effects of students social background and social support on high school students math achievement. We do the analysis in many aspects(gender, native language,…
UpdatedFeb 19, 2020 -
Immigration-data-analysis Public
This is a data mining project. I use the world immigration data from United Nations to do the analyse. An overview is given at the first glance. And further detailed analysis for the top immigrant …
Jupyter Notebook UpdatedMay 13, 2019 -
Millitary-spending Public
This is a data mining project. I use the world military spending data from Stockholm International Peace Research Institute (SIPRI) to do the analyse. An overview is given at the first glance. And …
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Tourism-data-analysis Public
The international travel & tourism sector is growring at a fast pace. The World Travel and Tourism Council (WTTC) report found that the travel & tourism industry generated 10.4 percent of all globa…