Pinned Repositories
equity_valuator
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 valuates the equity using 1) Discounted Cash Flow Model on Operating Cash Flow, Net Income and Free Cash Flow, and 2) Perpetual growth of Dividend (Dividend Discount Model) and Free Cash Flow
baby_name_checker-RNN-NLP-
an NLP model to predict the gender of name. Great for parents to choose a gender neutral or distinctive Male/Female name.
cab_operation_forecast
visualization of current ops tempo and forecasting transport demand
Credit_Card_Bill_Defaulters_Prediction
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 overused their credit cards and accumulated heavy debts. This resulted in many of them defaulting their payments. Ensembling of 1) Regression, 2) Decision Tree and 3) Random Forest was used to attain 96% accuracy.
cxr_zeroshot
implementation of chest x-ray diagnosis based on https://github.com/rajpurkarlab/CheXzero
Data_Science_Concept_Illustration
The program explain the following statistical concepts and illustrate how they work: 1) Regularization 2) Overfitting 3) Ensemble
Loan_Default_Predictor
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, the maxoverduedays column. If maxoverduedays >90, we say that the borrower has defaulted on the loan. Our objective is to write an algorithm so that given a new loan, we can predict whether it will default or not.
neuralintents
A simple interface for working with intents and chatbots.
pdf-to_audio
pdf_to_audio_book
fanhui3's Repositories
fanhui3 doesn’t have any repository yet.