Princeton Laboratory for Intelligent Probabilistic Systems

Princeton Laboratory for Intelligent Probabilistic Systems's repositories

A dataset of 15 million CAD sketches with geometric constraint graphs.

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Numpy implementation of Hilbert curves in arbitrary dimensions

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Experiment code for "Randomized Automatic Differentiation"

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Code and data for Vitruvion: A Generative Model of Parametric CAD Sketches (ICLR 2022)

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Discrete Object Generation with Reversible Inductive Construction (NeurIPS 2019)

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Code for "Efficient optimization of loops and limits with randomized telescoping sums"

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[NeurIPS 2020] Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters (AHGP)

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Official code for Generative Marginalization Models

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Active multi-fidelity Bayesian online changepoint detection.

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Slice sampling reparameterization

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Public Code for Varmint: A JAX-based IGA Hyperelasticity Simulator

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Configuration management and system administration tools for LPC

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Animation engine for explanatory math videos

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ML for engineering website

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