Topic: credit-scoring Goto Github

👇 Here are 120 public repositories matching this topic...

01dkg / machine-learning-credit-scoring-geospatial
credit-scoring,Research work on credit scoring using geospatial data and techniques
User: 01dkg
Home Page: https://01dkg.github.io/Machine-Learning-Credit-Scoring-Geospatial/
credit-scoring logistic-regression decision-trees tableau-desktop auditing-predictive-models python

01shruti / credit-analysis-enhancement---geospatial
credit-scoring,Enhancing Credit analysis using Geospatial techniques. The predictive model is built on logistic regression and decision tree algorithms and produces an estimated default probability of the applicant. Models are built on normalised data to cover all possible scenarios from real life. The predictive probability will determine good and bad customers by classifying them into four categories. The output from predictive models is used on tableau to generate business dashboard. Models ability to classify and performance measurements were measured by using statistical metrics: Gini, KS and AUROC.
User: 01shruti
geospatial credit credit-scoring credit-analisys r bank financial-institutions

01shruti / creditdefault-evaluation-using-ann
credit-scoring,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
User: 01shruti
credit-scoring neural-networks ann r python

amitabh23 / machine-learning-project
credit-scoring,Credit Scoring techniques using machine learning.
User: amitabh23
credit-scoring machinelearning-python artificial-neural-network random-forest-classifier knn-classifier linear-regression python

amphibian-dev / toad
credit-scoring,ESC Team's credit scorecard tools.
Organization: amphibian-dev
Home Page: https://toad.readthedocs.io
data-analysis financial-analysis python3 toad credit-risk scorecard credit-scoring

ashley-j-george / predicting-loan-default
credit-scoring,In this data science project, we will predict borrowers chance of defaulting on loans by building a default prediction model.
User: ashley-j-george
data-science artificial-neural-networks descision-tree random-forest support-vector-machines logistic-regression preprocessing datapreprocessing credit-scoring creditscoring creditscore trees visualization visualisation dataanalysis dataanalytics datascience data loan-default-prediction loan-prediction-analysis

avannaldas / loan-defaulter-prediction-machine-learning
credit-scoring,Prediction of loan defaulter based on more than 5L records using Python, Numpy, Pandas and XGBoost
User: avannaldas
machine-learning xgboost python3 loan-default-prediction loan-data hackerearth hackerexperience credit-scoring risk-assessment loan

awslabs / sagemaker-explaining-credit-decisions
credit-scoring,Amazon SageMaker Solution for explaining credit decisions.
Organization: awslabs
explainable-ai explainable-ml explainability credit-scoring loan-prediction-analysis financial-analysis machinelearning shapley sagemaker aws-sagemaker

benedekrozemberczki / awesome-fraud-detection-papers
credit-scoring,A curated list of data mining papers about fraud detection.
User: benedekrozemberczki
fraud-detection fraud-prevention fraud-checker fraud-management fraud-explorer classification data-science churn credit-scoring deep-learning

bhattbhavesh91 / rural-credit-worthiness-regression
credit-scoring,Predicting Loan Amount for rural people based on Regression
User: bhattbhavesh91
linear-regression credit-scoring numpy multiple-linear-regression

boredbird / woe
credit-scoring,Tools for WoE Transformation mostly used in ScoreCard Model for credit rating
User: boredbird
scorecard woe iv machine-learning credit-scoring

cbravor / advancedanalyticslabs
credit-scoring,Analytics labs notebooks for Statistics and Business School students
User: cbravor
keras cnn credit-scoring text-mining revenue-management embeddings neural-networks bond-pricing basel-capital-requirements image-classification deep-learning random-forests xgboost

djdhiraj / credit-score-predictive-modeling
credit-scoring,
User: djdhiraj
credit-scoring german testing training-data

dzvlfi / rest-api-random-forest
credit-scoring,REST-API for credit scoring with random forest classifier
User: dzvlfi
random-forest flask rest-api credit-scoring postman python-request-api

enesozi / credit-risk-analysis
credit-scoring,
User: enesozi
machine-learning credit-scoring machine-learning-algorithms python3 sklearn outlier-detection feature-engineering

englianhu / mortgage-repayment
credit-scoring,
User: englianhu
credit-scoring credit-risk mortgage

erfanmhi / genetic-algorithms-for-credit-scoring
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.
User: erfanmhi
Home Page: https://dl.acm.org/citation.cfm?id=2562493
credit-scoring genetic-algorithms keras python

erlndofebri / credit-scoring-and-basel-irb-model
credit-scoring,The objective of this project is to predict credit score of the borrowers using logistic regression and provide threshold cut-off recommendation
User: erlndofebri
credit-risk credit-scoring information-value logistic-regression weight-of-evidence treshold-cut-off credit-score-card

etiennelardeur / streamlit_app
credit-scoring,Web interactive streamlit dashboard for credit scoring interpretation
User: etiennelardeur
Home Page: https://share.streamlit.io/etiennelardeur/streamlit_app/main/local_app.py
streamlit dashboard shap credit-scoring lightgbm lime k-nn

fanhansen / creditmodel
credit-scoring,creditmodel, 模型，评分卡，scorecard, vintage, automatic modeling
User: fanhansen
r risk-modelling credit-scoring creditcard

fedeghigo / credit-risk.machine-learning-application.
credit-scoring,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
User: fedeghigo
credit-scoring logistic-regression heroku thesis data-science machine-learning neural-network python sklearn

guillermo-navas-palencia / optbinning
credit-scoring,Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
User: guillermo-navas-palencia
Home Page: http://gnpalencia.org/optbinning/
batch-processing binning counterfactual-explanations credit-scoring mdlp optimization python scorecard stream streaming-data woe woebinning

hardefarogonondo / ibrd-credit-scorecard-predictive-engine
credit-scoring,Innovative solution for credit scoring leveraging machine learning to predict credit risk using The International Bank for Reconstruction and Development (IBRD) Loans dataset.
User: hardefarogonondo
credit-risk credit-scoring data-science logistic-regression machine-learning scorecard

insancs / credit-scoring-classification
credit-scoring,Predict whether a person will default on a loan or not.
User: insancs
credit-scoring extratreesclassifier machinelearning python scikit-image

jorochabl / risk-model
credit-scoring,Example of risk model implemented in Python and R
User: jorochabl
python r machine-learning credit-scoring bigdata logistic-regression

josepmariall / credit_scoring
credit-scoring,Using ML to predict credit scoring
User: josepmariall
machine-learning-algorithms banking-applications credit-scoring classification-algorithm

kapedinc / underwriting-module
credit-scoring,Our underwriting python module for underwriting credit card accounts. For enterprise partners wanting to do their own underwriting in-house.
Organization: kapedinc
bankers-algorithm credit-card-fraud credit-risk credit-scoring creditcard underwriting

kozodoi / fair_credit_scoring
credit-scoring,Fair ML in credit scoring: Assessment, implementation and profit implications
User: kozodoi
fairness credit-scoring discrimination fair-ml benchmark

kozodoi / kaggle_home_credit
credit-scoring,Solution to the Kaggle Home Credit Default Risk competition
User: kozodoi
Home Page: https://www.kaggle.com/c/home-credit-default-risk
kaggle competition credit-scoring classification lightgbm

langatgilbert / 100daysofcode
credit-scoring,Repo on interesting projects I've been working on ranging from webscraping to modelling and research
User: langatgilbert
credit-scoring machine-learning python r research webscraping

minerva-ml / open-solution-home-credit
credit-scoring,Open solution to the Home Credit Default Risk challenge :house_with_garden:
Organization: minerva-ml
Home Page: https://www.kaggle.com/c/home-credit-default-risk
machine-learning deep-learning kaggle pipeline feature-engineering reproducible-experiments reproducibility pipeline-framework lightgbm xgboost neptune competition credit-scoring credit-risk open-source python python3 python35

mllite / sklearn_explain
credit-scoring,Model explanation provides the ability to interpret the effect of the predictors on the composition of an individual score.
Organization: mllite
black-box classification contribution credit-scoring gdpr general-data-protection-regulation interpretability model-explanation reason-codes right-to-explanation risk score scorecard sklearn transparency

mourarthur / awesome-credit-modeling
credit-scoring,A collection of awesome papers, articles and various resources on credit and credit risk modeling
User: mourarthur
credit-scoring credit-modeling financial-machine-learning sample-selection reject-inference awesome-list awesome

mozohack / credapp.ai
credit-scoring,Decentralized AI-powered Banking-CRA solution
Organization: mozohack
artificial-intelligence lightgbm blockchain-technology ethereum-dapp python finance credit-scoring

myaiwaifu / fantasygf-6
credit-scoring,
User: myaiwaifu
acrelec-america aichat airtable character-converter character-generator credit-scoring digital-companion digital-garden digital-modulation gnuradio-companion

niranjankumar-c / creditriskanalytics
credit-scoring,Predicting the default customers
User: niranjankumar-c
logistic-regression decision-tree-classifier risk-analytics credit-scoring loan-default-prediction python-3 jupyter-notebook machine-learning

open-risk / openlgd
credit-scoring,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
User: open-risk
Home Page: https://www.openriskmanual.org/wiki/Loss_Given_Default_Models
federated-learning credit-risk-loss python-framework credit-scoring decentralized-application

open-risk / transitionmatrix
credit-scoring,Statistical analysis and visualization of state transition phenomena
User: open-risk
Home Page: https://www.openriskmanagement.com/tags/transition-matrix/
python credit-scoring state-space markov-chain transition-matrix credit-risk credit-rating rating-migration hacktoberfest

pkiage / tool-credit-risk-modelling
credit-scoring,Tool demonstrating building credit risk models
User: pkiage
Home Page: https://huggingface.co/spaces/pkiage/credit_risk_modeling_demo
data-science credit-risk python model-building streamlit visualization automl automated-machine-learning loan-default-prediction loans

regaipkurt / credit-risk-modelling
credit-scoring,
User: regaipkurt
credit risk modelling machine learning data-science machine-learning credit-scoring credit-risk risk-modelling

rgayler / scorecal_cscc_2019
credit-scoring,"scorecal - Empirical score calibration under the microscope" presentation given at Credit Scoring & Credit Control XVI, Edinburgh, UK, 2019-08-30
User: rgayler
score-calibration conference-presentation notebook reproducibility binder binder-docker-image credit-scoring research-compendium

sestelo / sa_financial
credit-scoring,A short course on survival analysis applied to the financial industry
User: sestelo
survival analysis default machine-learning credit-risk credit-scoring financial statistics r data-analysis

shichenxie / scorecard
credit-scoring,Scorecard Development in R, 评分卡
User: shichenxie
Home Page: http://shichen.name/scorecard
r scorecard credit-scoring release woebinning woe binning

shichenxie / scorecardpy
credit-scoring,Scorecard Development in python, 评分卡
User: shichenxie
Home Page: http://shichen.name/scorecard
python scorecard credit-scoring release woebinning woe binning

siyuany / scoringmodels
credit-scoring,R package for Automatic Scoring Modeling.
User: siyuany
r credit-scoring

tralahm / py-equity-jenga-api
credit-scoring,[WIP] Unofficial Python wrapper around the JengaAPIs that are pre-integrated into the financial, identity, credit and payment systems across Africa.
User: tralahm
Home Page: https://equity-jenga-api.readthedocs.io/
jenga-api c2b-transaction b2c-funds-transfer kyc-api pesalink account-services credit-scoring equitybank tralahm tralahtek

wildonion / unixerr
credit-scoring,♾️ universe〰️X〰️error ❌
User: wildonion
ai deep-learning machine-learning university-project digital-companion pytorch-implementation python credit-scoring classification position-clustering-data

xxzcool / scoremodel
credit-scoring,Credit scoring modeling toolbox based on R
User: xxzcool
r scorecard scoring-models credit-risk credit-scoring woe iv ks psi binning

yzkang / qh_finsight
credit-scoring,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)
User: yzkang
credit-risk-assessment credit-scoring kaggle-competition kesci-competition machine-learning tju-solutions tradaboost transfer-learning

yzkang / qlm-tianchi
credit-scoring,天池大数据竞赛 千里马大赛 风险识别与预测赛题 Top5
User: yzkang
machine-learning credit-scoring credit-risk-assessment tianchi tju-solutions