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credit-scoring

Here are 88 public repositories matching this topic...

awesome-fraud-detection-papers

benedekrozemberczki / awesome-fraud-detection-papers

Sponsor

A curated list of data mining papers about fraud detection.

classifier data-science data-mining deep-learning random-forest credit-card-fraud classification fraud-management logistic-regression fraud-prevention credit-scoring churn link-prediction fraud-detection gradient-boosting fraud-checker graph-classification credit-card-validation credit-card-fraud-detection fraud-explorer

Updated Jun 14, 2022
Python

ShichenXie / scorecardpy

Scorecard Development in python, 评分卡

python release binning credit-scoring scorecard woe woebinning

Updated Feb 16, 2022
Python

minerva-ml / open-solution-home-credit

Open solution to the Home Credit Default Risk challenge 🏡

python competition open-source machine-learning deep-learning pipeline neptune pipeline-framework python3 kaggle xgboost lightgbm feature-engineering reproducibility python35 credit-scoring reproducible-experiments credit-risk

Updated Jun 22, 2022
Python

toad

amphibian-dev / toad

ESC Team's credit scorecard tools.

python3 data-analysis financial-analysis credit-scoring scorecard credit-risk toad

Updated Jun 30, 2022
Python

boredbird / woe

Tools for WoE Transformation mostly used in ScoreCard Model for credit rating

machine-learning credit-scoring iv scorecard woe

Updated Oct 29, 2019
Python

guillermo-navas-palencia / optbinning

Open

Tutorial BinningProcessSketch

guillermo-navas-palencia opened Apr 26, 2021

documentation good first issue

Open

Save optimal binning object in JSON format

Open

Unit testing Piecewise binning algorithms

ShichenXie / scorecard

Scorecard Development in R, 评分卡

r release binning credit-scoring scorecard woe woebinning

Updated May 8, 2022
R

awslabs / sagemaker-explaining-credit-decisions

Amazon SageMaker Solution for explaining credit decisions.

machinelearning financial-analysis credit-scoring explainable-ai explainable-ml sagemaker loan-prediction-analysis shapley explainability aws-sagemaker

Updated Jun 2, 2021
Python

yzkang / QH_FInSight

国内首个迁移学习赛题中国平安前海征信“好信杯”迁移学习大数据算法大赛 FInSight团队作品(算法方案排名第三)

machine-learning kaggle-competition transfer-learning credit-scoring tju-solutions tradaboost credit-risk-assessment kesci-competition

Updated Sep 19, 2018
Python

mourarthur / awesome-credit-modeling

A collection of awesome papers, articles and various resources on credit and credit risk modeling

awesome awesome-list credit-scoring sample-selection financial-machine-learning reject-inference credit-modeling

Updated May 15, 2021

avannaldas / Loan-Defaulter-Prediction-Machine-Learning

Prediction of loan defaulter based on more than 5L records using Python, Numpy, Pandas and XGBoost

python machine-learning bank ml python3 xgboost hackerearth loan risk-assessment credit-scoring loan-data loan-default-prediction hackerexperience

Updated Mar 29, 2017
Jupyter Notebook

open-risk / transitionMatrix

Open

Adding possibility to rely on a column Date

1

Mill7 commented Jan 23, 2019

Hi,

Would it be possible to allow users to use the package on a dataset with dates (quarterly, monthly, ...)

Many thanks!

Read more

enhancement good first issue

enesozi / Credit-Risk-Analysis

machine-learning sklearn machine-learning-algorithms python3 outlier-detection feature-engineering credit-scoring

Updated Feb 24, 2018
Jupyter Notebook

erfanMhi / Genetic-algorithms-for-credit-scoring

Implementation of Genetic Algorithm for feature selection of neural networks proposed by Genetic algorithm-based heuristic for feature selection in credit risk assessment paper.

python keras genetic-algorithms credit-scoring

Updated Aug 28, 2018
Jupyter Notebook

Niranjankumar-c / CreditRiskAnalytics

Predicting the default customers

machine-learning jupyter-notebook logistic-regression python-3 credit-scoring decision-tree-classifier loan-default-prediction risk-analytics

Updated Mar 8, 2019
Jupyter Notebook

RegaipKURT / Credit-Risk-Modelling

learning data-science machine-learning risk machine modelling credit-scoring credit risk-modelling credit-risk

Updated Sep 21, 2020
Jupyter Notebook

antoinecarme / sklearn_explain

Model explanation provides the ability to interpret the effect of the predictors on the composition of an individual score.

black-box risk sklearn classification contribution transparency score credit-scoring scorecard gdpr interpretability reason-codes general-data-protection-regulation right-to-explanation model-explanation

Updated Jan 21, 2021
Python

FanHansen / creditmodel

creditmodel, 模型，评分卡，scorecard, vintage, automatic modeling

r creditcard credit-scoring risk-modelling

Updated Aug 18, 2019
HTML

CBravoR / AdvancedAnalyticsLabs

Analytics labs notebooks for Statistics and Business School students

text-mining deep-learning keras cnn embeddings neural-networks xgboost image-classification credit-scoring revenue-management bond-pricing random-forests basel-capital-requirements

Updated Mar 29, 2022
Jupyter Notebook

yzkang / QLM-Tianchi

天池大数据竞赛千里马大赛风险识别与预测赛题 Top5

machine-learning credit-scoring tju-solutions tianchi credit-risk-assessment

Updated May 16, 2019
Python

kozodoi / Fair_Credit_Scoring

Fair ML in credit scoring: Assessment, implementation and profit implications

benchmark credit-scoring fairness discrimination fair-ml

Updated Jun 17, 2022
Python

open-risk / openLGD

openLGD is a Python powered library for the statistical estimation of Credit Risk Loss Given Default models. It can be used both as standalone library and in a federated learning context where data remain in distinct (separate) servers

credit-scoring python-framework decentralized-application federated-learning credit-risk-loss

Updated Jun 29, 2022
Python

sestelo / sa_financial

A short course on survival analysis applied to the financial industry

machine-learning r statistics analysis financial data-analysis survival default credit-scoring credit-risk

Updated Jul 17, 2018
HTML

JYLFamily / scikit-credit

credit-scoring scorecard woe-and-iv

Updated Jun 29, 2022
Python

xxzcool / scoremodel

Credit scoring modeling toolbox based on R

r psi binning discretization credit-scoring iv scorecard scoring-models risk-management woe ks credit-risk

Updated Oct 18, 2018
R

rgayler / scorecal_CSCC_2019

"scorecal - Empirical score calibration under the microscope" presentation given at Credit Scoring & Credit Control XVI, Edinburgh, UK, 2019-08-30

binder notebook reproducibility credit-scoring research-compendium binder-docker-image conference-presentation score-calibration

Updated Sep 9, 2019
R

01shruti / CreditDefault-Evaluation-using-ANN

Project which will predict credit default or credit risk using artificial neural network algorithms. It will help banks and financial institutions to assign a credit score to the customer profile/portfolio and make a decision whether to sanction a loan or not

python r neural-networks ann credit-scoring

Updated Feb 18, 2018
HTML

dzvlfi / Rest-API-Random-Forest

REST-API for credit scoring with random forest classifier

flask random-forest rest-api postman credit-scoring python-request-api

Updated Sep 23, 2019
Python

titoniubo / credit_scoring

Using ML to predict credit scoring

machine-learning-algorithms credit-scoring banking-applications classification-algorithm

Updated Jan 11, 2020
Jupyter Notebook

siyuany / ScoringModels

R package for Automatic Scoring Modeling.

r credit-scoring

Updated Aug 20, 2017
R

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