Quantum Notes Study 01
Quantum ComputingFrom amplitudes and phase to measurement and entanglement
Explore qubits, unitary gates, measurement bases, and entanglement through three interactive experiments.
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Quantum Notes Study 02
Quantum Neural NetworksFrom rotation gates to a trainable quantum model
Train a minimal QNN and connect data encoding, parameterized gates, measurement, and classical optimization.
Quantum Notes Study 03
Grover SearchMark a phase, amplify an answer
Step through the oracle and diffusion operator, and see how amplitude amplification can overshoot its target.
GO UP! Diffusion + RL Study 01
DDPMAdding noise in one step, denoising step by step
Deriving DDPM from its one-step noising formula to noise prediction and iterative reverse sampling.
GO UP! Diffusion + RL Study 02
DDIMThe same marginals, fewer sampling steps
Keeping DDPM’s marginals while rethinking the generative process: how DDIM enables skipped steps and deterministic sampling.
GO UP! Diffusion + RL Study 03
Score-based Generative ModelsUnderstanding diffusion and denoising through gradients
From scores and noise prediction to learning gradient fields and sampling with Langevin dynamics.
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