Mining the Polish Bankruptcy Data
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Dec 24, 2020 - Jupyter Notebook
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bankruptcy-prediction
Here are 54 public repositories matching this topic...
Using various machine learning models to predict whether a company will go bankrupt
python machine-learning neural-network logistic-regression support-vector-machines gradient-boosting-classifier naive-bayes-classification risk-modelling credit-risk bankruptcy-prediction
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Oct 28, 2022 - Jupyter Notebook
Our project aims to utilize machine learning techniques for bankruptcy prediction, leveraging data analysis and predictive models to forecast the likelihood of a company experiencing financial insolvency.
python machine-learning algorithms random-forest svm naive-bayes logistic-regression support-vector-machine roc-curve bankruptcy-prediction
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Jul 7, 2023 - Jupyter Notebook
Comprehensive financial risk analysis toolkit with Altman Z-Score bankruptcy prediction, Value at Risk (VaR) calculations, and historical crisis stress testing. Supports US & European markets with automated company classification.
python finance stress-testing monte-carlo-simulation var quantitative-finance market-risk financial-analysis value-at-risk risk-management stock-analysis portfolio-analysis investment-analysis credit-risk bankruptcy-prediction financial-modeling yfinance financial-metrics trading-tools altman-z-score
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Oct 14, 2025 - Python
Based on available data from bank and parameters to identify the variables that influence the most, predict the bankruptcy of the given financial model
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Jan 4, 2020 - R
Final Year Project that is to be completed as part of the fulfillment of Computer Science Degree in NTU
neural-network matlab fyp ntu fuzzy-logic failure-prediction bankruptcy-prediction fuzzy-neural-network bank-failure-prediction
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Jul 4, 2020 - MATLAB
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Jan 13, 2019 - Jupyter Notebook
A smart system with a goal of predicting whether a company will go bankrupt in a certain number of years by leveraging the financial historical data of the Polish companies' bankruptcy dataset.
bankruptcy-prediction financial-historical-data polish-companies pyspark-framework bankruptcy-dataset
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Oct 22, 2019 - Jupyter Notebook
Application of Machine Learning models to predict Company Bankruptcy
machine-learning random-forest naive-bayes xgboost logistic-regression ann knn decision-tree svm-classifier bankruptcy-prediction catboost-model ann-model company-bankruptcy lucas-viet-blog
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Feb 16, 2023 - Jupyter Notebook
Use the classification model to predict whether a company is able to be bankrupted
python machine-learning sklearn classification decision-trees imbalanced-data pyplot bankruptcy-prediction
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Apr 11, 2023 - Jupyter Notebook
Exploration, analysis and application of machine learning models to predict companies' status
api finance data-science machine-learning django data-visualization classification bankruptcy-prediction
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Jan 8, 2022 - Jupyter Notebook
A classification problem using SEC EDGAR annual and quarterly balance sheet filings to predict bankruptcy.
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Nov 3, 2020 - Jupyter Notebook
In class Kaggle competition on predicting bankruptcy of a firm
python machine-learning random-forest machine-learning-algorithms prediction xgboost lightgbm auc smote xgboost-algorithm stacked-ensembles random-forest-classifier bankruptcy-prediction imbalance imbalance-classification
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Jun 10, 2020 - Jupyter Notebook
This is a classification-based mini project
deployment regression logistic-regression regression-models model-deployment bankruptcy-prediction bankruptcy streamlit streamlit-webapp
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Jan 7, 2022 - Jupyter Notebook
Predicción banca rota de empresas con integración de agentes IA en página web.
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Jul 21, 2025 - Jupyter Notebook
Replication files for "Bottom-Up Leading Macroeconomic Indicators: An Application to Non-Financial Corporate Defaults Using Machine Learning" by Tyler Pike, Horacio Sapriza, and Tom Zimmermann.
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Dec 5, 2020 - R
This is Mudit Vyas worked as ML Developer Intern , Team Leader in Technocolabs Software.This is Internship Project For Technocolabs Software.
python data-science machine-learning numpy eda pandas seaborn data-analytics classification-algorithm machine-learning-models bankruptcy-prediction streamlit ml-deployment bankruptcy-dataset
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Feb 21, 2022 - Jupyter Notebook
Corporate Bankruptcy Prediction
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Jan 16, 2020 - Jupyter Notebook
Econometric analysis of bankruptcy prediction across Polish, Taiwan, and American datasets
python machine-learning random-forest feature-selection econometrics xgboost ensemble-learning bankruptcy-prediction financial-modeling
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Nov 26, 2025 - Python
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