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A curated list of awesome Machine Learning frameworks, libraries and software.
Data sets and scripts for Coursera Big Data Specialization.
A model to predict good/bad credits
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 for Retail Loans
Credit Risk Models for Scorecards, PD, LGD, EAD
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.
[Project repo] Improving business with a credit risk model
Data Science E-books, Interview Resources and Cheat-sheets
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
E Books on R, Python, etc
Time Series Feature Creation
Free resources for learning data science
Monotonic Optimal Binning in Consumer Credit Risk Scorecard Development
MSc Dissertation on Credit Risk Modeling
Home Credit Loan Default Prediction
R Studio
Scorecard Development in python, 评分卡
scikit-learn compatible tools for building credit risk acceptance models
Config files for my GitHub profile.
exploring git ub
ESC Team's credit scorecard tools.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.