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Stochastic calculus: SDEs, diffusion, flow matching

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Stochastic calculus: SDEs, diffusion, flow matching

MIT License

Implementations of stochastic calculus methods used at GenAI, like diffusion and flow-based models. In addition to some experiments, the repository contains lab solutions for MIT 6.S184 course.


Neural ODE training process:

spiral_dynamics

Lab Name Source
ODE recap. Neural ODE Run Python Script
Working with SDEs Open In Colab

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Stochastic calculus: SDEs, diffusion, flow matching

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