credit-scoring

There are 34 repositories under credit-scoring topic.

awesome-fraud-detection-papers
benedekrozemberczki / awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
churn classification classifier credit-card-fraud credit-card-fraud-detection credit-card-validation credit-scoring data-mining data-science deep-learning fraud-checker fraud-detection fraud-explorer fraud-management fraud-prevention gradient-boosting graph-classification link-prediction logistic-regression random-forest
Language:Python 1605
ShichenXie / scorecardpy
Scorecard Development in python, 评分卡
python scorecard credit-scoring release woebinning woe binning
Language:Python 717
toad
amphibian-dev / toad
ESC Team's credit scorecard tools.
credit-risk credit-scoring data-analysis financial-analysis python3 scorecard toad
Language:Python 481
guillermo-navas-palencia / optbinning
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
python binning woe optimization woebinning stream streaming-data batch-processing scorecard credit-scoring mdlp counterfactual-explanations
Language:Python 452
minerva-ml / open-solution-home-credit
Open solution to the Home Credit Default Risk challenge :house_with_garden:
competition credit-risk credit-scoring deep-learning feature-engineering kaggle lightgbm machine-learning neptune open-source pipeline pipeline-framework python python3 python35 reproducibility reproducible-experiments xgboost
Language:Python 450
boredbird / woe
Tools for WoE Transformation mostly used in ScoreCard Model for credit rating
scorecard woe iv machine-learning credit-scoring
Language:Python 256
ShichenXie / scorecard
Scorecard Development in R, 评分卡
binning credit-scoring r release scorecard woe woebinning
Language:R 159
CardGen
turntek320 / CardGen
Credit Card Generator. A program for generating credit cards such as Visa, MasterCard and others.
card-generator card-number credit-card credit-card-fraud credit-card-fraud-detection credit-card-generator credit-card-number credit-card-number-generator credit-card-validation credit-cards-engine credit-scoring data-mining data-science fraud-explorer fraud-management
129
mourarthur / awesome-credit-modeling
A collection of awesome papers, articles and various resources on credit and credit risk modeling
credit-scoring credit-modeling financial-machine-learning sample-selection reject-inference awesome-list awesome
121
awslabs / sagemaker-explaining-credit-decisions
Amazon SageMaker Solution for explaining credit decisions.
aws-sagemaker credit-scoring explainability explainable-ai explainable-ml financial-analysis loan-prediction-analysis machinelearning sagemaker shapley
Language:Python 95
yzkang / QH_FInSight
国内首个迁移学习赛题 **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 transfer-learning tradaboost credit-scoring credit-risk-assessment kaggle-competition kesci-competition tju-solutions
Language:Python 87
open-risk / transitionMatrix
Statistical analysis and visualization of state transition phenomena
credit-rating credit-risk credit-scoring hacktoberfest markov-chain python rating-migration state-space transition-matrix
Language:Python 83
avannaldas / Loan-Defaulter-Prediction-Machine-Learning
Prediction of loan defaulter based on more than 5L records using Python, Numpy, Pandas and XGBoost
bank credit-scoring hackerearth hackerexperience loan loan-data loan-default-prediction machine-learning ml python python3 risk-assessment xgboost
Language:Jupyter Notebook 62
enesozi / Credit-Risk-Analysis
machine-learning credit-scoring machine-learning-algorithms python3 sklearn outlier-detection feature-engineering
Language:Jupyter Notebook 36
CBravoR / AdvancedAnalyticsLabs
Analytics labs notebooks for Statistics and Business School students
keras cnn credit-scoring text-mining revenue-management embeddings neural-networks bond-pricing basel-capital-requirements image-classification deep-learning random-forests xgboost
Language:Jupyter Notebook 30
kozodoi / Fair_Credit_Scoring
Fair ML in credit scoring: Assessment, implementation and profit implications
benchmark credit-scoring discrimination fair-ml fairness
Language:Python 30
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.
credit-scoring genetic-algorithms keras python
Language:Jupyter Notebook 25
RegaipKURT / Credit-Risk-Modelling
credit risk modelling machine learning data-science machine-learning credit-scoring credit-risk risk-modelling
Language:Jupyter Notebook 22
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
federated-learning credit-risk-loss python-framework credit-scoring decentralized-application
Language:Python 19
Niranjankumar-c / CreditRiskAnalytics
Predicting the default customers
logistic-regression decision-tree-classifier risk-analytics credit-scoring loan-default-prediction python-3 jupyter-notebook machine-learning
Language:Jupyter Notebook 18
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 credit-risk-assessment tianchi tju-solutions
Language:Python 13
mllite / sklearn_explain
Model explanation provides the ability to interpret the effect of the predictors on the composition of an individual score.
sklearn reason-codes score risk contribution general-data-protection-regulation gdpr classification right-to-explanation credit-scoring scorecard model-explanation interpretability black-box transparency
Language:Python 12
FanHansen / creditmodel
creditmodel, 模型，评分卡，scorecard, vintage, automatic modeling
r risk-modelling credit-scoring creditcard
Language:HTML 11
fedeghigo / Credit-Risk.Machine-learning-application.
This work aim to, on one side, the backend code develop on Python Notebook (code_credit_scoring_np.ipynb), for reason of readability, to find the best Hyperparameter in order to achieve the best forecast for the credit scoring with algorithm we analize during the thesis
credit-scoring logistic-regression heroku thesis data-science machine-learning neural-network python sklearn
Language:Jupyter Notebook 10
sestelo / sa_financial
A short course on survival analysis applied to the financial industry
survival analysis default machine-learning credit-risk credit-scoring financial statistics r data-analysis
Language:HTML 10
xxzcool / scoremodel
Credit scoring modeling toolbox based on R
r scorecard scoring-models credit-risk credit-scoring woe iv ks psi binning discretization risk-management
Language:R 8
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
ann credit-scoring neural-networks python r
Language:HTML 7
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 binder-docker-image conference-presentation credit-scoring notebook reproducibility research-compendium score-calibration
Language:R 7
englianhu / mortgage-repayment
credit-scoring credit-risk mortgage
Language:HTML 5
erlndofebri / Credit-Scoring-and-BASEL-IRB-Model
The objective of this project is to predict credit score of the borrowers using logistic regression and provide threshold cut-off recommendation
credit-risk credit-scoring information-value logistic-regression weight-of-evidence treshold-cut-off credit-score-card
Language:Jupyter Notebook 5
mozohack / creDapp.ai
Decentralized AI-powered Banking-CRA solution
artificial-intelligence lightgbm blockchain-technology ethereum-dapp python finance credit-scoring
Language:CSS 5
TralahM / py-equity-jenga-api
[WIP] Unofficial Python wrapper around the JengaAPIs that are pre-integrated into the financial, identity, credit and payment systems across Africa.
jenga-api c2b-transaction b2c-funds-transfer kyc-api pesalink account-services credit-scoring equitybank tralahm tralahtek pypi-package api-wrapper
Language:Python 5
bhattbhavesh91 / rural-credit-worthiness-regression
Predicting Loan Amount for rural people based on Regression
credit-scoring linear-regression multiple-linear-regression numpy
Language:Jupyter Notebook 4
dzvlfi / Rest-API-Random-Forest
REST-API for credit scoring with random forest classifier
random-forest flask rest-api credit-scoring postman python-request-api
Language:Python 4
Kapedinc / Underwriting-Module
Our underwriting python module for underwriting credit card accounts. For enterprise partners wanting to do their own underwriting in-house.
bankers-algorithm credit-card-fraud credit-risk credit-scoring creditcard underwriting
Language:Python 4
pkiage / tool-credit-risk-modelling
Tool demonstrating building credit risk models
automated-machine-learning automl classification-report credit-risk credit-scoring data-science linear-model loan-default-prediction loans machine-learning model-building numpy pandas python reproducible-experiments roc-curve sklearn streamlit visualization xgboost
Language:Python 4

credit-scoring

benedekrozemberczki / awesome-fraud-detection-papers

ShichenXie / scorecardpy

amphibian-dev / toad

guillermo-navas-palencia / optbinning

minerva-ml / open-solution-home-credit

boredbird / woe

ShichenXie / scorecard

turntek320 / CardGen

mourarthur / awesome-credit-modeling

awslabs / sagemaker-explaining-credit-decisions

yzkang / QH_FInSight

open-risk / transitionMatrix

avannaldas / Loan-Defaulter-Prediction-Machine-Learning

enesozi / Credit-Risk-Analysis

CBravoR / AdvancedAnalyticsLabs

kozodoi / Fair_Credit_Scoring

erfanMhi / Genetic-algorithms-for-credit-scoring

RegaipKURT / Credit-Risk-Modelling

open-risk / openLGD

Niranjankumar-c / CreditRiskAnalytics

yzkang / QLM-Tianchi

mllite / sklearn_explain

FanHansen / creditmodel

fedeghigo / Credit-Risk.Machine-learning-application.

sestelo / sa_financial

xxzcool / scoremodel

01shruti / CreditDefault-Evaluation-using-ANN

rgayler / scorecal_CSCC_2019

englianhu / mortgage-repayment

erlndofebri / Credit-Scoring-and-BASEL-IRB-Model

mozohack / creDapp.ai

TralahM / py-equity-jenga-api

bhattbhavesh91 / rural-credit-worthiness-regression

dzvlfi / Rest-API-Random-Forest

Kapedinc / Underwriting-Module

pkiage / tool-credit-risk-modelling