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entropy-analysis

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A sophisticated platform for anomaly detection in transaction data using autoencoders. Integrates SQL database connectivity, hyperparameter optimization, entropy analysis, and comprehensive visualizations. Tailored for financial fraud detection and industrial data analytics. (280 characters)

  • Updated Apr 22, 2025
  • Python

End-to-End Python implementation of the computational toolkit for financial market complexity analysis from "Complexity of Financial Time Series: Multifractal and Multiscale Entropy Analyses" (2025). Implements cutting-edge entropy and fractal methods to quantify asset predictability, nonlinear correlations, and multifractal scaling properties.

  • Updated Aug 2, 2025
  • Jupyter Notebook

ObservaGuard is an AI-powered DevOps platform that detects Kubernetes configuration drift and secret leaks. It combines FastAPI, React, Go, and an IsolationForest ML model, with Docker, Helm, and Prometheus integration, offering a full microservices stack deployable locally or on K8s.

  • Updated Sep 12, 2025
  • Python

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