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conditional_path_builder

conditional_path_builder

Build Gaussian and optimal-transport conditional Flow Matching path samples and target vector fields from noise/data pairs.

Independent GitHub snapshot · Automated classification · Original documentation governs

Vvectorspacelab / arex-skillApache-2.0

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GitHub

name: conditional_path_builder description: Build Gaussian and optimal-transport conditional Flow Matching path samples and target vector fields from noise/data pairs.

Conditional Path Builder

Use this skill to construct Flow Matching per-example Gaussian/OT conditional paths. Inputs are x0, x1, t, and sigma_min; outputs are x_t, u_t, and metadata. Workflow: validate shapes/times, compute sigma_t=1-(1-sigma_min)t, x_t=sigma_t*x0+t*x1, and u_t=x1-(1-sigma_min)x0. Run python tests/test_flow_paths.py. This skill is not a complete generative model or FID evaluator.

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