Code for generating double pendulum fractals and Lyapunov exponents
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Updated
Jan 26, 2024 - C
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lyapunov-exponent
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AI-powered chaos detection using Simple Harmonic Motion (SHM) & Double Pendulum examples! Compare a Neural Network (NN) with the Lyapunov exponent method to classify chaotic vs. non-chaotic systems. Features Deep Learning, SHAP explainability, F1-score, precision, recall, and stunning visualizations!
python machine-learning deep-learning tensorflow keras data-visualization scientific-computing neural-networks classification nonlinear-dynamics chaos-theory time-series-analysis feature-importance explainable-ai double-pendulum simple-harmonic-motion shap lyapunov-exponent
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Updated
Apr 15, 2025 - Python
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