al-jshen

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Princeton University

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astro-data-lab

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PrincetonUniversity

Jeff Shen's starred repositories

taming-transformers

Taming Transformers for High-Resolution Image Synthesis

Language:Jupyter NotebookMIT572700

cosmopolitan

build-once run-anywhere c library

Language:CISC1792500

Enzyme

High-performance automatic differentiation of LLVM and MLIR.

Language:LLVMNOASSERTION126300

enoki

Enoki: structured vectorization and differentiation on modern processor architectures

Language:C++NOASSERTION125100

drjit

Dr.Jit — A Just-In-Time-Compiler for Differentiable Rendering

Language:C++BSD-3-Clause58000

jaxsplat

3D Gaussian Splatting in JAX

Language:CudaMIT5300

ThunderKittens

Tile primitives for speedy kernels

Language:CudaMIT151000

BasicATLAS

Python wrapper for ATLAS-9/SYNTHE

Language:DIGITAL Command Language1400

vidmapy

vidmapy - python wrapper for Kurucz's ATLAS/SYNTHE codes

Language:Jupyter NotebookMIT500

ml-engineering

Machine Learning Engineering Open Book

Language:PythonCC-BY-SA-4.01108700

dyffusion

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

Language:PythonApache-2.014800

simfire

An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning (RL) agents.

Language:PythonApache-2.02900

k-diffusion

Karras et al. (2022) diffusion models for PyTorch

Language:PythonMIT227700

vqvae

A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)

Language:Jupyter Notebook60900

piqa

PyTorch Image Quality Assessement package

Language:PythonMIT40000

PyTorch-Model-Compare

Compare neural networks by their feature similarity

Language:PythonMIT33900

astroNN_ages

Code for Leung, Bovy, Mackereth & Miglio 2023

Language:Jupyter NotebookMIT300

glidesort

A Rust implementation of Glidesort, my stable adaptive quicksort/mergesort hybrid sorting algorithm.

Language:Rust157300

flowjax

Language:PythonMIT8900

remarks

Extract annotations (highlights and scribbles) from PDF, EPUB, and notebooks marked with reMarkable tablets. Export to Markdown, PDF, PNG, SVG

Language:PythonGPL-3.035100

prfr

Probabilistic random forest regression algorithm

Language:PythonMIT600

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

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deep-image-prior

Image restoration with neural networks but without learning.

Language:Jupyter NotebookNOASSERTION784200

noise2noise

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

Language:PythonNOASSERTION140200

Correction-Filter

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Generative-Models

Repository of Various Test & Implementation of Generative Models

Language:Jupyter NotebookMIT4000

template

This is the repository for the distill web framework

Language:JavaScriptApache-2.079500

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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SciMLBook

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

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mcmc-demo

Interactive Markov-chain Monte Carlo Javascript demos

Language:JavaScriptMIT78300