⚡ Interactive Computational Laboratory

60 Real-Time AI, Physics & Mathematical Simulators

100% client-side algorithmic simulations. Manipulate neural nodes, quantum attractors, particle fields, and tokenization vectors directly in your browser with zero latency.

60 Live Engines
5 Disciplines
0 ms Server Load
60 FPS Audio & Motion
🌐 All Simulators (60) 📊 AI & DATA (13) 👁️ VISION & ROBOTICS (13) 🌀 PHYSICS & CHAOS (13) 🧮 MATH & STATISTICS (12) 🔏 LLM & CRYPTOGRAPHY (9)
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TOOL 10 AI & DATA

🎡 The Markov Chain Destiny Wheel

State-transition probability graphs and steady-state equilibrium drift.

P(X_{n+1} = j \mid X_n = i) = P_{ij}, \quad \pi P = \pi
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TOOL 11 AI & DATA

🌲 The Random Forest Voting Booth

Bootstrap aggregation ensemble voting reducing decision variance.

\hat{f}_{\text{rf}}(x) = \frac{1}{B} \sum_{b=1}^{B} f_b(x)
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TOOL 12 AI & DATA

🤖 The Reinforcement Learning Gridworld

Q-learning Bellman updates navigating obstacle terrains with epsilon exploration.

Q(s,a) \leftarrow Q(s,a) + \alpha [r + \gamma \max_{a'} Q(s',a') - Q(s,a)]
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TOOL 13 AI & DATA

📉 The Stochastic Gradient Descent (SGD) Noise Simulator

Mini-batch stochastic jitter escaping narrow shallow local minima.

g_t = \nabla f_i(\theta_t), \quad \theta_{t+1} = \theta_t - \eta g_t
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Showing 10 to 13 of 13 interactive simulations in Fundamental AI & Data Visualizers