Princeton Laboratory for Intelligent Probabilistic Systems
Ryan Adams' research group at Princeton University.
Princeton, NJ
Pinned Repositories
AHGP
[NeurIPS 2020] Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters (AHGP)
MaM
Official code for Generative Marginalization Models [ICML 2024] [SPGIM 2023 Workshop Oral]
mf-bocd
Active multi-fidelity Bayesian online changepoint detection.
numpy-hilbert-curve
Numpy implementation of Hilbert curves in arbitrary dimensions
randomized_telescopes
Code for "Efficient optimization of loops and limits with randomized telescoping sums"
RandomizedAutomaticDifferentiation
Experiment code for "Randomized Automatic Differentiation"
reversible-inductive-construction
Discrete Object Generation with Reversible Inductive Construction (NeurIPS 2019)
SketchGraphs
A dataset of 15 million CAD sketches with geometric constraint graphs.
slicereparam
Slice sampling reparameterization
vitruvion
Code and data for Vitruvion: A Generative Model of Parametric CAD Sketches (ICLR 2022)
Princeton Laboratory for Intelligent Probabilistic Systems's Repositories
PrincetonLIPS/SketchGraphs
A dataset of 15 million CAD sketches with geometric constraint graphs.
PrincetonLIPS/numpy-hilbert-curve
Numpy implementation of Hilbert curves in arbitrary dimensions
PrincetonLIPS/RandomizedAutomaticDifferentiation
Experiment code for "Randomized Automatic Differentiation"
PrincetonLIPS/vitruvion
Code and data for Vitruvion: A Generative Model of Parametric CAD Sketches (ICLR 2022)
PrincetonLIPS/reversible-inductive-construction
Discrete Object Generation with Reversible Inductive Construction (NeurIPS 2019)
PrincetonLIPS/randomized_telescopes
Code for "Efficient optimization of loops and limits with randomized telescoping sums"
PrincetonLIPS/AHGP
[NeurIPS 2020] Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters (AHGP)
PrincetonLIPS/MaM
Official code for Generative Marginalization Models [ICML 2024] [SPGIM 2023 Workshop Oral]
PrincetonLIPS/mf-bocd
Active multi-fidelity Bayesian online changepoint detection.
PrincetonLIPS/slicereparam
Slice sampling reparameterization
PrincetonLIPS/active-phase-mapping
PrincetonLIPS/learning_composable_energy_surrogates
PrincetonLIPS/Varmint
Public Code for Varmint: A JAX-based IGA Hyperelasticity Simulator
PrincetonLIPS/lpc_admin
Configuration management and system administration tools for LPC
PrincetonLIPS/manim
Animation engine for explanatory math videos
PrincetonLIPS/ml4eng.github.io
ML for engineering website