Topic: loan-default-prediction Goto Github

👇 Here are 144 public repositories matching this topic...

aaronxxx1024 / empirical-comparision-of-classification-methods-on-2018-fico-xml-data
loan-default-prediction,Supervised Learning Practice on Borrowers Behaviour
User: aaronxxx1024
supervised-learning classification loan-default-prediction

abhishekdbihani / home-credit-default-risk-recognition
loan-default-prediction,The project provides a complete end-to-end workflow for building a binary classifier in Python to recognize the risk of housing loan default. It includes methods like automated feature engineering for connecting relational databases, comparison of different classifiers on imbalanced data, and hyperparameter tuning using Bayesian optimization.
User: abhishekdbihani
feature-engineering feature-selection binary-classification lightgbm auc-roc-score xgboost featuretools automated-feature-engineering hyperparameter-tuning hyperparameter-optimization

abuton / code-squad-project-course-work
loan-default-prediction,A repository for the trainee @ codesquad. This repository contains projects that will be executed by trainees to certify that they have master what has been taught to them
User: abuton
trainee pandas exploratory-data-analysis exploratory-data-visualizations loan-default-prediction linear-regression

alanchn31 / loan-default-prediction
loan-default-prediction,Loan Default Prediction using PySpark, with jobs scheduled by Apache Airflow and Integration with Spark using Apache Livy
User: alanchn31
pyspark python3 classification unit-testing spark auc-roc loan-default-prediction livy livy-docker livy-operators

alvimahmud-osu / predicting-lending-club-default-using-machine-learning
loan-default-prediction,Southern Data Science Conference Attempt 2020
User: alvimahmud-osu
xgboost-python lightgbm-models sdsc loan-default-prediction lending-club keras-classification-models feature-engineering datascience

amogh9594 / lending-club-loan-data-analysis
loan-default-prediction,Create a model that predicts whether or not a loan will be default using the historical data.
User: amogh9594
machine-learning loan-default-prediction

archd3sai / loan-default-prediction
loan-default-prediction,In this project I applied various classification models such as Logistic Regression, Random Forest and LightGBM to accurately detect and classify consumers who will default the loan. SMOTE technique is used to combat class imbalance and LightGBM is implemented that resulted into the highest accuracy 98.89% and 0.99 F1 Score.
User: archd3sai
finance loan-default-prediction lightgbm data-analysis class-imbalance

ashishpatel26 / streamlit_ml_dl
loan-default-prediction,Streamlit_ML_DL
User: ashishpatel26
machine-learning loan-default-prediction scikit-learn deep-learning tensorflow2 pytorch

ashley-j-george / predicting-loan-default
loan-default-prediction,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
loan-default-prediction,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

botdotpy / ml-loan-default-prediction
loan-default-prediction,Supervised Machine Learning model predicting loan default using Logistic Regression.
User: botdotpy
jupyter-notebook loan-default-prediction python supervised-machine-learning data-science

brunokatekawa / credit_risk
loan-default-prediction,[Project repo] Improving business with a credit risk model
User: brunokatekawa
banking banking-applications credit-risk credit-risk-assessment money loan-default-prediction loan-prediction-analysis

buntys2010 / av-ltfs-data-science-finhack-ml-hackathon
loan-default-prediction,L&T Financial Services & Analytics Vidhya presents ‘DataScience FinHack’ organised by Analytics Vidhya
User: buntys2010
analytics machine-learning loan-default-prediction hackathon analytics-vidhya-competition

caesarmario / loan-prediction-sas-studio
loan-default-prediction,Loan eligibility prediction in Lasiandra Finance Inc. (LFI) using SAS studio.
User: caesarmario
sas sas-studio loan-prediction-analysis loan-default-prediction loan-prediction loan-applications logistic-regression regression-models regression

curiosity30 / 2021-iflytek-loanpredction-top4-solution
loan-default-prediction,datawhale&科大讯飞举办的学习挑战赛————“车辆贷款违约预测挑战赛” Rank4 方案
User: curiosity30
Home Page: https://challenge.xfyun.cn/topic/info?type=car-loan&ch=dc-web-banner01
data-mining deep-learning feature-engineering lightgbm loan-default-prediction machine-learning pandas solutions 2021-iflytek-competition

harishpuvvada / loandefault-prediction
loan-default-prediction,Lending Club Loan data analysis
User: harishpuvvada
lending-club loan-default-prediction data-science machine-learning-algorithms data-analysis

harmonizerblinks / loanapi
loan-default-prediction,Loan Management System and daily collection Api For Financial institutions.
User: harmonizerblinks
Home Page: https://dedawa.acyst.tech/swagger
loan loans loan-calculator loan-applications loan-payments restful-api responsive-design rest-api loan-default-prediction loan-application

jgcorliss / lending-club
loan-default-prediction,Applying machine learning to predict loan charge-offs on LendingClub.com
User: jgcorliss
Home Page: https://www.kaggle.com/wordsforthewise/lending-club
loan-default-prediction loan-data python scikit-learn pandas jupyter-notebook machine-learning

johnsonhk88 / data-science-challenge-coursera-project-loan-default-prediction
loan-default-prediction,Data Science Challenge from Coursera Project : Loan Default Prediction
User: johnsonhk88
ai coursera data-cleaning data-science deep-learning exploratory-data-analysis loan-default-prediction machine-learning ml-evaluation random-forest

jugg097 / starter-notebook-dsn-bootcamp-qualification-hackathon
loan-default-prediction,This repository contains a starter notebook for the DSN AI Bootcamp Qualification Hackathon
User: jugg097
hackathon machine-learning data-science loan-default-prediction

keerthivasinikv / home-credit-risk-prediction
loan-default-prediction,
User: keerthivasinikv
Home Page: https://loan-default-prediction-by-kv.herokuapp.com/
anomaly-detection eda loan-default-prediction home-credit-default-risk supervised-learning unsupervised-learning

kz2511 / loan-predction-system
loan-default-prediction,The loan is a core part of every business today. This system will help the bank identify the royal customer for their bank and bank to contribute more to our GDP.
User: kz2511
python loan-default-prediction loan-calculator flask mysql-database admin-dashboard machine-learning tableau visulaization

lapuzshawn / zz-underwriting-app
loan-default-prediction,Underwriting Loan Doc Generator: Business and Real Estate Investment DL App
User: lapuzshawn
underwriting business deep-learning loan-default-prediction real-estate

lemoinef / loan-default-prediction
loan-default-prediction,Capstone Project: Predicting default in P2P lending
User: lemoinef
logistic-regression random-forest python loan-default-prediction

lord-shaz / vehicle-loan-default-prediction
loan-default-prediction,The objective of this project is to predict the probability of borrower defaulting on a vehicle loan in the first EMI (Equated Monthly Installments) on the due date.
User: lord-shaz
python machine-learning fintech hackathon loan-default-prediction

lussierc / loan_eligibilty_determinator
loan-default-prediction,A simple sample program that will determine an applicant's eligibility for a loan.
User: lussierc
python3 python loan-default-prediction loans

michstg / creditscoring-idx-rakamin-loan-data-randomforest
loan-default-prediction,Classification Credit Scoring with Compare Algorithm ML (Ensambled) with Model Evaluation
User: michstg
credit-fraud credit-scoring exploratory-data-analysis feature-engineering feature-selection final-project high-accuracy loan-default-prediction machine-learning random-forest

nataberishvili / nataberishvili.github.io
loan-default-prediction,
User: nataberishvili
data science datascience machinelearning shap berishvili binaryclassification randomforest h2o dplyr

naveen-chauhan / loan-prediction-classification
loan-default-prediction,A Classification Problem which predicts if a loan will get approved or not.
User: naveen-chauhan
machinelearning machine-learning machine-learning-algorithms loan-prediction-analysis loan-prediction-problem machinelearning-python machinelearningprojects machine-learning-tutorials machine-learning- jupyter-notebook

niranjankumar-c / creditriskanalytics
loan-default-prediction,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

phequals7 / loan_application_prediction
loan-default-prediction,
User: phequals7
binary-classification loan-default-prediction classification catboost

pkiage / tool-credit-risk-modelling
loan-default-prediction,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

poudeldinesh / loan-payback-analysis
loan-default-prediction,Business Intelligence( BI) & Tableau
User: poudeldinesh
etl business-intelligence pandas python data-merge munging loan-prediction-analysis loan-default-prediction

rajat5ranjan / av-ltfs-data-science-finhack-ml-hackathon
loan-default-prediction,L&T Financial Services & Analytics Vidhya presents ‘DataScience FinHack’ organised by Analytics Vidhya
User: rajat5ranjan
analytics machine-learning loan-default-prediction hackathon analyticsvidhya

rbhatia46 / lendingclub-loan-analysis
loan-default-prediction,Lending Club Loan Default Analysis using historic loan applications data.
User: rbhatia46
exploratory-data-analysis python pandas matplotlib seaborn finance loan-default-prediction

richardwarepam16 / loan-prediction
loan-default-prediction,This a practice project for Classification model with different models like Logistic Regression, Decision Tree Classifier, Random Forest Classifier and Xgboost Classifier. At the end, Logistic Regression gave the best result.
User: richardwarepam16
data-science hackathon loan-prediction-analysis logistic-regression machine-learning python3 classification loan-default-prediction loan-prediction random-forest

rishikksh20 / loan-prediction-challenge
loan-default-prediction,
User: rishikksh20
loan-default-prediction predictive-modeling machine-learning

riyasql / problem-statement-exploratory-data-analysis
loan-default-prediction,Uni-variate and Bi-variate analysis to understand the driving factor behind loan default
User: riyasql
exploratory-data-analysis loan-default-prediction r loan-default

saiyesaswym / machine-learning-projects
loan-default-prediction,
User: saiyesaswym
machine-learning regression loan-default-prediction baseball-stats random-forest

sajid030 / lending-club-loan-prediction
loan-default-prediction,This app utilizes deep learning to predict the loan status of an applicant, whether it's "Fully Paid" or "Charged Off".
User: sajid030
Home Page: https://sajid030-lending-club-loan-prediction-app-428myv.streamlit.app/
ann deep-learning deep-neural-networks hyperparameter-tuning imbalanced-data lending-club multiple-features sampling scikit-learn data-science

sharmatanesh / loan-prediction-using-r
loan-default-prediction,
User: sharmatanesh
ml loan-default-prediction loan-prediction-analysis analytics-vidhya-competition

sidjain1412 / loandataeda
loan-default-prediction,:blue_book: Detailed Exploratory Data Analysis of Lending Club Loan Data
User: sidjain1412
banking data-analysis dataset gradient-descent-algorithm interest-rates jupyter-notebook lending-club loan-default-prediction machine-learning python

sonarsushant / loan-defaulter-prediction
loan-default-prediction,Classification problem to predict loan defaulters using Lending Club Dataset
User: sonarsushant
classification machine-learning python loan-default-prediction

sowmyamanojna / loan-default-prediction
loan-default-prediction,This repository contains all material related to the project done as a part of the course Introduction to Data Analytics (MS4610) in the Fall 2020 semester.
User: sowmyamanojna
Home Page: https://sowmyamanojna.github.io/Loan-Default-Prediction/
ms4610 ida loan-default-prediction

sunilappanaboyina / machinelearning
loan-default-prediction,Machine Learning Key Projects
User: sunilappanaboyina
Home Page: https://github.com/SunilAppanaboyina/MachineLearning
machine-learning data-science r exploratory-data-analysis predictive-analytics descriptive-analytics hr-analysis loan-default-prediction investment-analysis mnist-classification

vishnukanduri / credit-risk-modeling-in-python
loan-default-prediction,Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discrete variables using various techniques depending on the feature. Checked for missing values and cleaned the data. Built the probability of default model using Logistic Regression. Visualized all the results. Computed Weight of Evidence and price elasticities.
User: vishnukanduri
dummy-variables credit-risk loan-default-prediction loans modeling python pandas tutorial tutorial-code numpy

xuanyin / loan_default_prediction
loan-default-prediction,Loan Default Prediction, Individual Level Loan Data, Machine Learning, Logistic regression, Ridge, LASSO, Gradient Boosting, SVM, Random Forest
User: xuanyin
lending-club loan-default-prediction cross-validation random-forest gradient-boosting-machine ridge-regression lasso-regression logistic-regression svm performance-statistics

yanglei2586 / build_the_best_classifier_for_loan_default_prediction
loan-default-prediction,Build Machine Learning Models for Loan Default Prediction using different algorithms including Decision Tree, K Nearest Neighbor,Support Vector Machine, Logistic Regression. And then evaluate the different model performances to choose the best one for production.
User: yanglei2586
python3 decision-trees svm-classifier logistic-regression support-vector-machine loan-default-prediction

yanxiali / predicting-default-clients-of-lending-club-loans
loan-default-prediction,
User: yanxiali
loan-default-prediction

yashkim77 / av_ltfs_data_science_finhack_ml_hackathon
loan-default-prediction,LTFS Data Science FinHack ( ML Hackathon)
User: yashkim77
datascience machinelearing hackathon python loan-default-prediction