Delete assets/detection.gif

2026-04-10 20:53:11 +05:30
parent 4495a29d3c
commit e1590adf9b
1 changed files with 0 additions and 75 deletions
@@ -1,75 +0,0 @@
-import numpy as np
-import matplotlib.pyplot as plt
-from matplotlib.animation import FuncAnimation, PillowWriter
-
-# --- 1. SETUP & SIMULATION DATA ---
-np.random.seed(42)
-n_frames = 150
-x = np.arange(n_frames)
-
-# Regime Transitions: 0-60 (Stable), 60-100 (Latent), 100-150 (Stress)
-regime_bg = np.zeros(n_frames)
-regime_bg[60:100] = 1  # Latent Build-up
-regime_bg[100:] = 2   # Stress
-
-# Simulated Signals
-volatility = np.random.normal(0.5, 0.1, n_frames)
-volatility[100:] += np.cumsum(np.random.normal(0.2, 0.05, 50)) # Reactive Spike
-
-entropy = np.random.normal(0.2, 0.05, n_frames)
-entropy[65:] += np.linspace(0, 0.6, 85) # Early build-up in latent phase
-
-trigger_signal = (entropy > 0.45).astype(float) # The "Early" Detection
-
-# --- 2. PLOTTING ENGINE ---
-fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(10, 6), sharex=True)
-plt.subplots_adjust(hspace=0.3)
-
-# Style Customization
-for ax in [ax1, ax2]:
-    ax.set_facecolor('#0f0f0f')
-    ax.grid(color='white', alpha=0.1)
-    ax.tick_params(colors='white')
-
-fig.patch.set_facecolor('#0f0f0f')
-
-# Lines
-line_vol, = ax1.plot([], [], color='#00ffcc', lw=2, label='Market Volatility (Reactive)')
-line_ent, = ax2.plot([], [], color='#ff00ff', lw=2, label='HMM Entropy (Latent Signal)')
-line_trig, = ax2.plot([], [], color='#ffcc00', lw=3, label='EARLY TRIGGER')
-
-ax1.set_ylim(0, 3)
-ax2.set_ylim(0, 1.2)
-ax1.legend(loc='upper left')
-ax2.legend(loc='upper left')
-
-# --- 3. ANIMATION LOGIC ---
-def init():
-    line_vol.set_data([], [])
-    line_ent.set_data([], [])
-    line_trig.set_data([], [])
-    return line_vol, line_ent, line_trig
-
-def update(frame):
-    # Update line data
-    line_vol.set_data(x[:frame], volatility[:frame])
-    line_ent.set_data(x[:frame], entropy[:frame])
-    
-    if frame > 75: # Trigger activation point
-        line_trig.set_data(x[75:frame], trigger_signal[75:frame])
-    
-    # Dynamic Shading for Regimes
-    if frame == 60:
-        ax1.axvspan(60, 100, color='yellow', alpha=0.1, label='Latent Phase')
-    if frame == 100:
-        ax1.axvspan(100, 150, color='red', alpha=0.2, label='Stress Phase')
-        
-    return line_vol, line_ent, line_trig
-
-# --- 4. EXPORT ---
-ani = FuncAnimation(fig, update, frames=n_frames, init_func=init, blit=True)
-
-print("Encoding GIF... this may take a moment.")
-writer = PillowWriter(fps=20)
-ani.save("assets/detection.gif", writer=writer)
-print("GIF saved to assets/detection.gif")