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Jordan Shivers's Projects

ar_pipeline icon ar_pipeline

Open-source pipeline to create augmented reality (AR) models from scientific data

bgflow icon bgflow

Boltzmann Generators and Normalizing Flows in PyTorch

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

diffrax icon diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

dominant-balance icon dominant-balance

Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

imagen-pytorch icon imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

iq-learn icon iq-learn

(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jax-md icon jax-md

Differentiable, Hardware Accelerated, Molecular Dynamics

lammps icon lammps

Public development project of the LAMMPS MD software package

lammps_brownian icon lammps_brownian

custom LAMMPS fix used for Brownian Dynamics Simulation (Overdamped Langevin)

ljmd-c icon ljmd-c

Lennard-Jones MD code in C for teaching purposes

machine_learning_ldp icon machine_learning_ldp

Notebooks for "Learning Nonequilibrium Control Forces to Characterize Dynamical Phase Transitions"

mda icon mda

Revealing Hidden Patterns in Deep Neural Network Feature Space Continuum via Manifold Learning (Nature Communications, 2023)

modified-sindy icon modified-sindy

Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data

pointcloudtomesh icon pointcloudtomesh

C++ application to convert pcd file, ply file, txt file or xyz point cloud to MESH representation (Gp3).

polychrom icon polychrom

Polymer simulations of chromosomes and generating "in silico" Hi-C maps

potpourri3d icon potpourri3d

An invigorating blend of 3D geometry tools in Python.

py-pde icon py-pde

Python package for solving partial differential equations using finite differences.

pyprobml icon pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

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