sushil-tata Goto Github PK

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

aws-trial

coursera

Data sets and scripts for Coursera Big Data Specialization.

credit-card-application-approval-prediction

A model to predict good/bad credits

credit-risk-management

A binary classification model is developed to predict the probability of paying back a loan by an applicant. Customer previous loan journey was used to extract useful features using different strategies such as manual and automated feature engineering, and deep learning (CNN, RNN). Various machine learning algorithms such as Boosted algorithms (XGBoost, LightGBM, CatBoost) and Deep Neural Network are used to develop a binary classifier and their performances were compared.

credit-risk-modeling

Credit Risk Modeling for Retail Loans

credit-risk-modeling-1

Credit Risk Models for Scorecards, PD, LGD, EAD

credit-risk-modelling1

credit_risk_analysis_samplingensemble

Evaluate the performance of multiple machine learning models using sampling and ensemble techniques and making a recommendation on whether they should be used to predict credit risk.

credit_risk_caliberation_curves

[Project repo] Improving business with a credit risk model

data-science-ebooks

Data Science E-books, Interview Resources and Cheat-sheets

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

e_books

E Books on R, Python, etc

feature-engineering-for-time-series-forecasting

Time Series Feature Creation

fetaure-engineering

free-data-science-books

Free resources for learning data science

iimbclasses

mob

Monotonic Optimal Binning in Consumer Credit Risk Scorecard Development

msc-dissertation-credit-risk-model

MSc Dissertation on Credit Risk Modeling

quantifying-the-impact-of-the-exercises

risk-analytics

Home Credit Loan Default Prediction

riskanalytics1

rstudio-git-test

R Studio

scorecardpy

Scorecard Development in python, 评分卡

skorecard

scikit-learn compatible tools for building credit risk acceptance models

sushil-tata

Config files for my GitHub profile.

test-repo

exploring git ub

timeseries_feature_engineering

toad

ESC Team's credit scorecard tools.