Ecosyste.ms: Repos

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GitHub topics: creditrisk-analysis

Repositories

AnvithaChaluvadi/Credit-Risk_Module12Challenge

I will use various techniques to train and evaluate models with imbalanced classes.

Language: Jupyter Notebook - Size: 765 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

YourOriginal/AI-Credit-Risk

Applying various sampling methods and ML to analyze credit risk

Language: Jupyter Notebook - Size: 18.5 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

a-memme/Credit_Risk_Analysis

Leveraging sampling techniques and classification algorithms to predict credit risk

Language: Jupyter Notebook - Size: 18.4 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

cdfq384903/MonotonicOptimalBinning

This project mainly implements the Monotonic Optimal Binning(MOB) algorithm in SAS 9.4. We extend the application of this algorithm which can be applied to numerical and categorical data. In order to avoid the problem of creating too many bins, we optimize the p-value iteratively and provide bins size first binning, monotonicity first binning, and chi merge binning methods for users to discretize data more conveniently.

Language: SAS - Size: 2.19 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 7 - Forks: 1

barkamoljon/PortfolioProjects

Projects

Language: Jupyter Notebook - Size: 16.3 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

TrilaksonoBS/Credit-Risk-Management-by-Using-Machine-Learning

In this project, we wanna create Credit Risk Management by using Machine Learning, so we dig into the data. what we do for the next steps are Data Preparation, EDA(Exploratory Data Analysis), Data Visualization, Data Preprocessing (Handling Outliers, Missing Value, Feature Encoding, Standardization, and Normalization), Creating Machine Learning Model with few algorithms, Evaluation Model, looking for Feature Importance, gain insight, and create a recommendation for Credit Risk Management

Language: Jupyter Notebook - Size: 1.86 MB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0