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@PrincetonLIPS Princeton Laboratory for Intelligent Probabilistic Systems

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    22 repositories

    • active-phase-mapping

      Public
      Jupyter Notebook
      •1•5•0•1•Updated Apr 23, 2026Apr 23, 2026

    • crystal-fourier-transformer

      Public
      Official codebase for "A Single Architecture for Representing Invariance Under Any Space Group"
      Python
      •
      MIT License
      •0•3•0•0•Updated Mar 6, 2026Mar 6, 2026

    • spinornet

      Public
      Code for paper "Expressivity of determinantal ansatzes for neural network wave functions"
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Oct 31, 2025Oct 31, 2025

    • neural_fdm

      Public
      Real-time design of architectural structures with differentiable mechanics and neural networks [ICLR 2025]
      Python
      •3•23•0•0•Updated Jun 13, 2025Jun 13, 2025

    • invariant-DeepSolid

      Public
      Public codebase for ICML 2025 paper "Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrodinger Equation".
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated May 25, 2025May 25, 2025

    • fibermc

      Public
      Python
      •
      MIT License
      •0•2•0•0•Updated Mar 27, 2025Mar 27, 2025

    • lipsutils

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Dec 14, 2024Dec 14, 2024

    • Varmint

      Public
      Public Code for Varmint: A JAX-based IGA Hyperelasticity Simulator
      Python
      •1•5•0•0•Updated Sep 25, 2024Sep 25, 2024

    • MaM

      Public
      Official code for Generative Marginalization Models [ICML 2024] [SPGIM 2023 Workshop Oral]
      generative-modelsany-order-autoregressive-modelsmarginalization-models
      generative-modelsany-order-autoregressive-modelsmarginalization-models
      Python
      •0•24•0•0•Updated Aug 19, 2024Aug 19, 2024

    • lpc_admin

      Public
      Configuration management and system administration tools for LPC
      Jinja
      •0•2•0•0•Updated Jun 17, 2024Jun 17, 2024

    • slicereparam

      Public
      Slice sampling reparameterization
      Python
      •
      MIT License
      •1•4•0•0•Updated Apr 25, 2024Apr 25, 2024

    • vitruvion

      Public
      Code and data for Vitruvion: A Generative Model of Parametric CAD Sketches (ICLR 2022)
      Jupyter Notebook
      •20•62•5•1•Updated Sep 28, 2022Sep 28, 2022

    • SketchGraphs

      Public
      A dataset of 15 million CAD sketches with geometric constraint graphs.
      Python
      •
      MIT License
      •66•457•4•0•Updated Aug 1, 2021Aug 1, 2021

    • mf-bocd

      Public
      Active multi-fidelity Bayesian online changepoint detection.
      Jupyter Notebook
      •6•17•0•0•Updated Jun 5, 2021Jun 5, 2021

    • reversible-inductive-construction

      Public
      Discrete Object Generation with Reversible Inductive Construction (NeurIPS 2019)
      Cuda
      •
      MIT License
      •4•30•1•0•Updated Feb 28, 2021Feb 28, 2021

    • AHGP

      Public
      [NeurIPS 2020] Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters (AHGP)
      Python
      •
      MIT License
      •4•22•0•0•Updated Dec 9, 2020Dec 9, 2020

    • numpy-hilbert-curve

      Public
      Numpy implementation of Hilbert curves in arbitrary dimensions
      Python
      •
      MIT License
      •23•192•0•0•Updated Nov 7, 2020Nov 7, 2020

    • learning_composable_energy_surrogates

      Public
      Jupyter Notebook
      •0•2•0•0•Updated Oct 22, 2020Oct 22, 2020

    • ml4eng.github.io

      Public
      ML for engineering website
      JavaScript
      •
      MIT License
      •0•0•0•0•Updated Aug 18, 2020Aug 18, 2020

    • RandomizedAutomaticDifferentiation

      Public
      Experiment code for "Randomized Automatic Differentiation"
      Python
      •8•67•1•0•Updated Jul 22, 2020Jul 22, 2020

    • manim

      Public
      Animation engine for explanatory math videos
      Python
      •
      Other
      •7.3k•1•0•0•Updated Mar 17, 2020Mar 17, 2020

    • randomized_telescopes

      Public
      Code for "Efficient optimization of loops and limits with randomized telescoping sums"
      Python
      •4•29•1•0•Updated May 13, 2019May 13, 2019
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