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1. equity_valuator equity_valuator Public

   This script connects to yahoo finance API and put in the past 4 years' data of the chosen stocks. The first part of the script visualize key indicators of financial records/health. The second part …

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2. baby_name_checker-RNN-NLP- baby_name_checker-RNN-NLP- Public

   an NLP model to predict the gender of name. Great for parents to choose a gender neutral or distinctive Male/Female name.

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3. Credit_Card_Bill_Defaulters_Prediction Credit_Card_Bill_Defaulters_Prediction Public

   In 2005, credit card issuers in Taiwan faced credit card debt crisis. In order to increase their market share, the banks over-issued credit cards to unqualified applicants. Most card holders overus…

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4. Loan_Default_Predictor Loan_Default_Predictor Public

   Take a look at the simulated input loan data. Each row corresponds to a loan. It includes the borrower's demographics, income, education, etc. It also includes how many days the loan is overdue: ie…

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5. Scientific_Paper_Implementation-Seurat-A-Pointillist-Approach-to-Anomaly-Detection- Scientific_Paper_Implementation-Seurat-A-Pointillist-Approach-to-Anomaly-Detection- Public

   The program aims to detect aggregated anomalous events by correlating host file system changes across space and time. Upon wavelet transformation of the activities' signature, unsupervised clusteri…

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6. Data_Science_Concept_Illustration Data_Science_Concept_Illustration Public

   The program explain the following statistical concepts and illustrate how they work: 1) Regularization 2) Overfitting 3) Ensemble

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