creditrisk

There are 0 repository under creditrisk topic.

• ing-bank / skorecard

  scikit-learn compatible tools for building credit risk acceptance models

  scikit-learnscorecardscorecard-modelscorecardscredit-riskcreditriskmachine-learninglogistic-regression
  Language:Python 81

• 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.

  mobsasrisk-managementmonotonic-optimal-binningdata-discretizationcreditcreditriskcreditrisk-analysismonotone
  Language:SAS 9

• statcompute / py_vsk

  A Collection of Python Functions for Vasicek Distribution

  vasicek-distributioncreditriskpython-functionsloss-distribution
  Language:Python 8

• bholeneha / Credit_Risk_Analysis

  Credit card credit dataset analyzed using multiple machine learning models to determine which model best fits the data, reduces bias and predicts credit risk. Undersampling and oversampling done using various python libraries (imbalanced-learn and scikit-learn).

  machine-learningcreditriskundersamplingoversamplingrandomforest
  Language:Jupyter Notebook 1

• statcompute / vasicek

  A Collection of R Functions for Vasicek Distribution

  vasicek-distributioncreditrisklossdistribution
  Language:R 1

• 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

  creditcreditriskcreditrisk-analysisdecision-treedecission-tree-classifierlogistic-regressionmachine-learningmachine-learning-algorithmsregressionregression-modelsrisk-analysisrisk-management
  Language:Jupyter Notebook 1

• iIias / MLOps-CPD

  This repo has an IBM's Narrative of MLOps. It uses all the services in IBM's Cloud Pak for Data stack to actualise what an MLOps flow looks like.

  cp4dcreditriskmlmlopssklearn
  Language:Jupyter Notebook 0

• mzaoualim / Kaggle_HomeCredit_CreditRisk_ModelStability

  Submitted Solution to Kaggle's Home Credit Competition

  creditriskginihackathonhomecreditkagglemodelstability
  Language:Jupyter Notebook 0

• obinnaonyema / PracticeNotebooks

  My practice notebooks from tasks on Kaggle

  creditcreditriskmachine-learning
  Language:Jupyter Notebook