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RSK World
fraud-detection
RSK World
fraud-detection
Fraud Detection Dataset - Financial Fraud ML + Anti-Fraud AI + Fraud Detection Deep Learning
fraud-detection
  • __pycache__
  • .gitignore866 B
  • ADVANCED_FEATURES.md10.6 KB
  • ERROR_CHECK_REPORT.md1.8 KB
  • GITHUB_RELEASE_GUIDE.md4.6 KB
  • LICENSE1.6 KB
  • README.md8.2 KB
  • RELEASE_NOTES.md2.8 KB
  • advanced_feature_engineering.py9.5 KB
  • feature_engineering.py9.2 KB
  • fraud_detection_analysis.ipynb12.8 KB
  • fraud_detection_dataset.csv2.3 MB
  • generate_data.py9.8 KB
  • hyperparameter_tuning.py9.8 KB
  • index.html12.3 KB
  • model_evaluation_advanced.py9.9 KB
  • predict_pipeline.py8.1 KB
  • requirements.txt462 B
  • shap_explainability.py7.4 KB
  • test_imports.py2.6 KB
  • train_model.py12.4 KB
  • verify_dataset.py1 KB
requirements.txt
requirements.txt
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# Fraud Detection Dataset - Requirements
# Developer: Molla Samser
# Designer & Tester: Rima Khatun
# Website: https://rskworld.in
# Email: help@rskworld.in, support@rskworld.in, info@rskworld.com
# Phone: +91 93305 39277
# Company: RSK World

pandas>=2.0.0
numpy>=1.24.0
scikit-learn>=1.3.0
matplotlib>=3.7.0
seaborn>=0.12.0
jupyter>=1.0.0
imbalanced-learn>=0.11.0
openpyxl>=3.1.0
xgboost>=2.0.0
lightgbm>=4.0.0
shap>=0.43.0
scipy>=1.11.0

22 lines•462 B
text

About RSK World

Founded by Molla Samser, with Designer & Tester Rima Khatun, RSK World is your one-stop destination for free programming resources, source code, and development tools.

Founder: Molla Samser
Designer & Tester: Rima Khatun

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Nutanhat, Mongolkote
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India, 713147

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