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GitHub topics: credit-scoring

amphibian-dev/toad

ESC Team's credit scorecard tools.

Language: Python - Size: 21.1 MB - Last synced at: about 19 hours ago - Pushed at: 2 months ago - Stars: 503 - Forks: 182

benedekrozemberczki/awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

Language: Python - Size: 490 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 1,694 - Forks: 312

neherdata/credit-forms.neherdata.com

Neher Data Systems - Credit Report and Freeze Request Forms

Language: HTML - Size: 52.7 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 3 - Forks: 1

ShichenXie/scorecardpy

Scorecard Development in python, 评分卡

Language: Python - Size: 195 KB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 743 - Forks: 304

boredbird/woe

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

Language: Python - Size: 6.72 MB - Last synced at: 2 days ago - Pushed at: over 5 years ago - Stars: 254 - Forks: 102

abstra-app/template-credit-onboarding

Abstra Template for a credit onboarding workflow, with integrations to Slack and Sendgrid.

Language: Python - Size: 67.4 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 1

mourarthur/awesome-credit-modeling

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

Size: 669 KB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 133 - Forks: 23

mongodb-industry-solutions/Credit_score

This repository contains a demo application showcasing the use of AI-driven alternative credit scoring. It leverages generative AI to explain credit card application rejections and provides tailored credit product recommendations using MongoDB Vector Search.

Language: JavaScript - Size: 18.8 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 2 - Forks: 4

CBravoR/AdvancedAnalyticsLabs

Analytics labs notebooks for Statistics and Business School students

Language: Jupyter Notebook - Size: 12.2 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 30 - Forks: 17

heyitsnuel/loan-default-prediction

Predicting bad customers based on loan history using XGBoost Classifier

Language: Jupyter Notebook - Size: 864 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

dagiteferi/Credit-scoring-model

Developing a comprehensive and effective credit scoring model for Bati Bank, leveraging data from an eCommerce platform to enable a buy-now-pay-later service for customers. This project involves understanding credit scoring methodologies, exploratory data analysis (EDA), feature engineering, model training and evaluation, and API development for re

Language: Jupyter Notebook - Size: 3.49 MB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

ShichenXie/scorecard

Scorecard Development in R, 评分卡

Language: R - Size: 15.8 MB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 165 - Forks: 63

LangatGilbert/100daysofcode

Repo on interesting projects I've been working on ranging from webscraping to modelling and research

Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

Kaif0708/Credit-Risk-Explainability

Credit Risk Explainability is an open-source implementation of the research paper: "An Explainable AI Framework for Credit Evaluation and Analysis" (Applied Soft Computing Journal, 2024).

Language: Jupyter Notebook - Size: 787 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

guillermo-navas-palencia/optbinning

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

Language: Python - Size: 10.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 465 - Forks: 99

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

Language: Python - Size: 646 KB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 22 - Forks: 9

Metaphysicist1/Credit_Score_Classifier

Web App where you can enter customers parameters and get credit scoring result

Language: Jupyter Notebook - Size: 2.09 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

astroanand-6e/Credit-Card-Approval-Prediction

Ipynb file of an Ensemble model used to train for credit card approvals using UCI machine learning dataset

Language: Python - Size: 120 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

awslabs/sagemaker-explaining-credit-decisions

Amazon SageMaker Solution for explaining credit decisions.

Language: Python - Size: 2.77 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 96 - Forks: 28

muhammadadilnaeem/Code-Alpha-Machine-Learning-Internship-Projects

In this Repository I will upload source code of Machine Learning Projects That I will complete During my Code Alpha Internship.

Language: Jupyter Notebook - Size: 22 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

open-risk/transitionMatrix

Statistical analysis and visualization of state transition phenomena

Language: Python - Size: 5.72 MB - Last synced at: 6 months ago - Pushed at: 7 months ago - Stars: 83 - Forks: 32

turntek320/CardGen

Credit Card Generator. A program for generating credit cards such as Visa, MasterCard and others.

Size: 803 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 73 - Forks: 29

wapslaneile/credit-card-generator

Credit Card Generator. A program for generating credit cards such as Visa, MasterCard and others.

Size: 807 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 224 - Forks: 25

Abhinav330/Credit-Score-Classification-problem

This project aims to analyze credit card customer data, clean the dataset using libraries such as Pandas and NumPy then create a machine learning model using sklearn

Language: Jupyter Notebook - Size: 864 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Srijan-Arya/Credit-Score-Classifier

Credit Score Classification: This repository features a machine learning project aimed at predicting credit scores based on financial data. Using advanced models like Random Forest and Gradient Boosting.

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

RENE-2312/TIC-RENE-2023B

Proyecto de Titulación: Cálculo de Pérdidas Esperadas basado en 3 modelos de Credit Scoring para una institución financiera del Ecuador

Language: R - Size: 11.4 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

marcellinus-witarsah/credit-score-mlops

Credit Score: Developed and deployed a credit score model using MLFlow, FastAPI, Docker, and Azure Container App Services. Created a Streamlit web app for user interaction, hosted on Hugging Face Spaces, with CI/CD integration throughout.

Language: Python - Size: 1.13 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

openfinanceafrica/scoreapi

Payment Score API - Standardizing credit scoring in Africa and beyond

Language: Python - Size: 87.9 KB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 3 - Forks: 3

FanHansen/creditmodel

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

Language: HTML - Size: 13 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 12 - Forks: 7

QuantaScriptor/Machine-Learning-Based-Credit-Scoring-System-MLCSS

Machine Learning-Based Credit Scoring System (MLCSS) is a machine learning algorithm designed to evaluate and score the creditworthiness of individuals.

Language: Python - Size: 21.5 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

rdemarqui/financial_distress_prediction

Financial distress prediction from Kaggle

Language: Jupyter Notebook - Size: 15.8 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

aa-dit-yuh/credable

Social credit worthiness app created during HackInOut 5.0

Language: Python - Size: 288 KB - Last synced at: 9 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

bjam24/agh-models-in-credit-and-operational-risk

This project and exercises were made for the Models in credit and operational risk course at the AGH UST in 2022. All provided methods are a result of my work after hours, when I was solving given tasks (topics).

Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: 28 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Daniel-Andarge/AiML-bati-bank-credit-scoring-model

The Bati Bank Credit Scoring Model leverages transactional data sourced from the eCommerce platform to establish a robust framework for categorizing users into high-risk and low-risk segments.

Language: Jupyter Notebook - Size: 8.81 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

aysenurcftc/Credit_Score-Classification

Language: Python - Size: 18.6 KB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Gbekoilias/FIN-830

Introduction to FinTech - Machine Learning Project

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

myfantasyGF/ai-girlfriend-generator-6

🌟 Discover a new world of digital companionship! Create your perfect AI girlfriend at ➡️ https://myfantasygf.netlify.app 💬💖

Size: 0 Bytes - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

jolcast/modelo-credito-python-desde-el-principio

Este repositorio contiene el proceso completo de importación, exploración, limpieza y modelado; tiene como objetivo probar algunas librerías python en particular.

Size: 1.3 MB - Last synced at: 10 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

Solthodox/kyc-wonder-chainlink-block-magic

A sufficiently decentralized anonoymous and on-chain KYC oracle

Language: Go - Size: 87.7 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Madhur272/CreditScoring

A Credit Scoring Model is a statistical tool used by lenders to assess the creditworthiness of borrowers based on various factors.

Language: Jupyter Notebook - Size: 9.38 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

itsVarun20/Company-Credit-Scoring-Prediction

Language: Jupyter Notebook - Size: 5.82 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

mllite/sklearn_explain

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

Language: Python - Size: 166 KB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 5

siyuany/ScoringModels

R package for Automatic Scoring Modeling.

Language: R - Size: 110 KB - Last synced at: 12 months ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 4

mozohack/creDapp.ai

Decentralized AI-powered Banking-CRA solution

Language: CSS - Size: 4.13 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 1

minerva-ml/open-solution-home-credit 📦

Open solution to the Home Credit Default Risk challenge :house_with_garden:

Language: Python - Size: 219 KB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 445 - Forks: 170

myaiwaifu/fantasygf-6

Size: 8.79 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

KaniniKagendo/Credit-Risk-Scoring

Credit Risk Modeling and Scoring

Language: Jupyter Notebook - Size: 96.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

shubhambhatia2103/Credit-Scoring-Model

Developed a Credit Scoring Model utilizing Logistic Regression and decile methodology to empower data-driven lending decisions for banks, optimizing profitability and market penetration.

Language: Jupyter Notebook - Size: 382 KB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Humboldt-WI-Dissertations/Active-Learning-for-Credit-Scoring Fork of lukekolbe/Active-Learning-in-CreditScoring

Application of Active Learning methodology to Credit Scoring datasets and classification problems

Language: Jupyter Notebook - Size: 204 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

DiegoDVillacreses/credit_card_default Fork of RamiroMejia/Default_Credit_Cards

This is a notebook detailing the implementation of six models to maximize a Bank Profit function and compare it to other standard score functions

Language: Jupyter Notebook - Size: 8.68 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

Kapedinc/Underwriting-Module

Our underwriting python module for underwriting credit card accounts. For enterprise partners wanting to do their own underwriting in-house.

Language: Python - Size: 170 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

enesozi/Credit-Risk-Analysis

Language: Jupyter Notebook - Size: 8.91 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 35 - Forks: 29

JYLFamily/scikit-credit

Language: Python - Size: 9.41 MB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

pkiage/tool-credit-risk-modelling

Tool demonstrating building credit risk models

Language: Python - Size: 487 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 3

kasiakry/Traditional_scorecard_vs_ML

Comparison of models for credit risk purposes - logistic regression vs random forest. Empirical research.

Language: HTML - Size: 1.08 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

englianhu/mortgage-repayment

Language: HTML - Size: 44.9 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 3

zanarashidi/give-me-some-credit

Kaggle Give Me Some Credit Challenge

Language: Python - Size: 8.72 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

baramizzo58/VIX-Home-Credit-Indonesia-Data-Scientist

Project-Based Internship by Rakamin Academy Batch December 2022.

Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

baramizzo58/VIX-IDX-Partners-Data-Scientist

Project-Based Internship by Rakamin Academy Batch November 2023.

Language: Jupyter Notebook - Size: 1.08 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

nickenshidqia/Credit_Scorecard_Model_Home_Credit_Indonesia

Build a machine learning model that can automatically assess loans with goal to predict client’s repayment abilities and speed up inspection filing without spending more money.

Language: Jupyter Notebook - Size: 2.2 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

mateuschaves/machine-learning-credit-scoring

Algoritmo de machine learning para análise de crédito desenvolvido em um curso na Alura

Language: Jupyter Notebook - Size: 108 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

aprianimmanuel/Credit_Risk_Modelling

Built Machine Learning model for predicting, calculating and modelling credit risk.

Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

novrizalrnd/credit_scoring

Credit scoring is a statistical analysis performed by lenders and financial institutions to determine the creditworthiness of a person or a small owner-operated business. A higher score refers to a lower probability of default. The goal is to create a credit scoring system to automatically predict whether the loan will be repaid or defaulted.

Language: Jupyter Notebook - Size: 2.29 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

avannaldas/Loan-Defaulter-Prediction-Machine-Learning

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

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 57 - Forks: 63

paramudya/will-they-default

Hey it works online now! It becomes my second working deployment. Here I learned how to deploy an ML model with this cheeky little thing called pipeline and make an API out of it (?) to then be made available public using heroku--some free web hosting/server/something I don't know.

Language: Jupyter Notebook - Size: 4.93 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

01shruti/Credit-Analysis-Enhancement---Geospatial

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.

Language: HTML - Size: 51.2 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 2

Niranjankumar-c/CreditRiskAnalytics

Predicting the default customers

Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 14 - Forks: 23

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

Language: HTML - Size: 4.47 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 3

erlndofebri/Credit-Scoring-Home-Credit

The objective of this project is to predict credit score of the borrowers using logistic regression and provide threshold cut-off recommendation

Language: Jupyter Notebook - Size: 3.08 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

GustavoBarros11/analise_de_credito_bancario

Modelo de avaliação de aumento no limite de cartão de crédito para clientes de um banco digital.

Language: Jupyter Notebook - Size: 613 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

wildonion/uniXerr 📦

♾️ universe〰️X〰️error ❌

Language: Rust - Size: 23.4 MB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

archie-cm/Credit-Score-Home-Credit-Indonesia

Obejctive project are create a system to help loan assessments automatically & Business Metrics are daily resolved applications and average resolved time

Language: Jupyter Notebook - Size: 1.69 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

a-brice/fin-scoring-dec

Prediction of people's future financial situation based on ML algorithms

Language: R - Size: 1.45 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

pnborchert/ieseg_credscore

Credit Scoring Course: Module

Language: Python - Size: 32.2 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

GunturWibawa/CreditRiskAnalysis

This project is an endeavor to analyze the Risk of Default in Loan Repayment, with the prime objective being to provide invaluable insights that could be leveraged by banks for credit assessment of potential borrowers.

Language: Jupyter Notebook - Size: 633 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 3.06 MB - Last synced at: 12 days ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 2

bhattbhavesh91/rural-credit-worthiness-regression

Predicting Loan Amount for rural people based on Regression

Language: Jupyter Notebook - Size: 688 KB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 4

sestelo/sa_financial

A short course on survival analysis applied to the financial industry

Language: HTML - Size: 517 MB - Last synced at: 9 months ago - Pushed at: almost 7 years ago - Stars: 10 - Forks: 11

KathyrnC/Finance-Projects

Finance projects including ARIMA model for time series prediction, credit scoring modelling and monte carlo simulation on structured product returns

Language: Jupyter Notebook - Size: 5.58 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

chomiczdawid/simple-credit-scoring

PD model using Logistic Regression in Python

Language: Jupyter Notebook - Size: 1.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

k-byzid/Credit-Default-Prediction

This project employs ML algorithms for risk management to accurately predict credit defaults.

Language: Jupyter Notebook - Size: 5.04 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

benorourke/credit-datasets

A collection of public credit scoring and credit risk datasets for data analysis, data visualisation and machine learning

Size: 15.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

sangam-kumar/credit-scoring-application

Credit Scoring Using Machine Learning

Language: Python - Size: 851 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

mikhail-rozov/-Data_science_modules_2

Homework July 2021

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

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)

Language: Python - Size: 9.87 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 80 - Forks: 45

RegaipKURT/Credit-Risk-Modelling

Language: Jupyter Notebook - Size: 8.94 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 6

kozodoi/Fair_Credit_Scoring

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

Language: Python - Size: 272 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 12

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

Language: Jupyter Notebook - Size: 759 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 4

mossydidar/Credit-Score-Modeling-using-Machine-Learning

Exploratory Data Analysis and Classification on some financial data to find out which clients default on their loans performed on the Home Equity Dataset

Language: Jupyter Notebook - Size: 610 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 2

jbkunst/irks 📦

Tools for credit risk modelling - irks (risk anagram)

Language: R - Size: 38.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

QuyAnh2005/American-Express-Competition-with-pyspark

Bài toán chấm điểm tín dụng nằm trên tập dữ liệu lớn với pyspark. Dự đoán xem khách hàng có vỡ nợ trong tương lai hay không.

Language: Jupyter Notebook - Size: 966 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 212 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 21 - Forks: 6

mattNest/Credit-Default-via-Deep-Learning

NCTU ECM Deep Learning course final project

Language: Jupyter Notebook - Size: 4.89 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

richardzefan/Credit-Scoring

Tujuan utama Credit-Scoring Modeling ini adalah untuk melakukan prediksi terhadap suatu individu akan kemampuan mereka untuk melakukan pembayaran terhadap pinjaman/kredit yang diberikan

Language: Jupyter Notebook - Size: 24.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

mstrangfeld/open-credit-score-chain

Open and distributed credit scoring system

Language: Go - Size: 71.3 KB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

BalloonBox-Inc/near-oracle-contracts

NearOracle Rust backend - Smart Contracts to store a credit score to blockchain and mint it as NFT

Language: Rust - Size: 11.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

Komsomolochka/stats-for-data-analysis

Построение выводов по данным: обнаружение статистически значимых отличий в уровнях экспрессии генов больных раком, задача оттока, кредитный скоринг

Language: Jupyter Notebook - Size: 5.36 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

insancs/credit-scoring-classification

Predict whether a person will default on a loan or not.

Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

shumph10/Credit_Risk_Analysis

Established a supervised machine learning model trained and tested on credit risk data through a variety of methods to establish credit risk based on a number of factor

Language: Jupyter Notebook - Size: 39.6 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

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credit-scoring 121 machine-learning 38 python 30 credit-risk 26 data-science 16 classification 13 logistic-regression 13 xgboost 10 r 10 scorecard 8 random-forest 6 finance 6 sklearn 6 data-analysis 6 python3 6 credit-card-fraud 6 jupyter-notebook 5 deep-learning 5 scikit-learn 5 numpy 5 credit 5 woe 4 financial-analysis 4 fintech 4 risk-modelling 4 credit-card-fraud-detection 4 pandas 4 feature-engineering 4 predictive-modeling 3 credit-card 3 artificial-intelligence 3 machinelearning 3 kaggle-competition 3 digital-companion 3 position-clustering-data 3 lightgbm 3 kaggle 3 loan-default-prediction 3 docker 3 woebinning 3 credit-card-validation 3 data-mining 3 fraud-explorer 3 fraud-management 3 credit-score-card 3 decision-tree-classifier 3 bank 3 data-visualization 3 exploratory-data-analysis 3 binning 3 home-credit-default-risk 2 weight-of-evidence 2 algorithms 2 ai 2 statistics 2 creditcard 2 credit-risk-assessment 2 streamlit 2 ci-cd 2 tju-solutions 2 loan-data 2 credit-cards-engine 2 credit-card-number-generator 2 fairness 2 pyspark 2 credit-card-number 2 credit-card-generator 2 loans 2 random-forest-classifier 2 blockchain 2 card-number 2 card-generator 2 classification-model 2 competition 2 reproducibility 2 blockchain-technology 2 risk 2 virtual-companion 2 pvarx-model 2 reproducible-experiments 2 muslim-app 2 gnuradio-companion 2 digital-modulation 2 digital-garden 2 loan 2 character-generator 2 character-converter 2 acrelec-america 2 neural-network 2 eda 2 svm-classifier 2 linear-regression 2 machinelearning-python 2 knn-classification 2 woe-and-iv 2 information-value 2 ml 2 financial-services 2 reject-inference 2 datascience 2