Beast code in Giters

Joseph Nagel's starred repositories

DDPM-DDIM-Diffusion-Models

DDPM from scratch, sampling & training diffusion models, building neural networks for noise prediction, & personalized image generation

Language:Jupyter Notebook300

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

Language:PythonBSD-3-Clause311700

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Language:PythonMIT606500

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

Language:Jupyter NotebookMIT264500

learn-jax

Repository to store my learning experiences with JAX

Language:Python200

beautiful-jekyll

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

Language:HTMLMIT545000

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

Language:HTMLMIT1257400

jekyll-theme-basically-basic

Your new Jekyll default theme.

Language:SCSSMIT86400

lego-art-remix

Powerful computer vision assisted Lego mosaic creator · Over 1 million images created (so far!)

Language:JavaScriptGPL-3.030100

Legofy

Make images look as if they are made out of 1x1 LEGO blocks

Language:PythonMIT316000

sysidentpy

A Python Package For System Identification Using NARMAX Models

Language:Jupyter NotebookBSD-3-Clause41000

bayesflow

A Python library for amortized Bayesian workflows using generative neural networks.

Language:PythonMIT40500

UQpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

Language:PythonMIT28300

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

Language:PythonBSD-3-Clause55900

chaospy

Chaospy - Toolbox for performing uncertainty quantification.

Language:PythonMIT45300

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

Language:PythonApache-2.061300

tinygp

The tiniest of Gaussian Process libraries

Language:PythonMIT29800

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Language:PythonMIT498600

MeshDiffusion

Official implementation of "MeshDiffusion: Score-based Generative 3D Mesh Modeling" (ICLR 2023 Spotlight)

Language:PythonMIT79500

deepxde

A library for scientific machine learning and physics-informed learning

Language:PythonLGPL-2.1285700

simulai

A toolkit with data-driven pipelines for physics-informed machine learning.

Language:PythonApache-2.017000

harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

Language:Jupyter NotebookMIT57500

PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Language:PythonNOASSERTION80600

neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

Language:PythonMIT71900

InverseRigMapping

Inverse Rig Mapping is a toolset for Maya to map skeletal animation data e.g. mocap data back to arbitrary character rigs using machine learning.

Language:PythonNOASSERTION2200

transformers_from_scratch

Accompanying repository for this blogpost: https://www.lesswrong.com/posts/98jCNefEaBBb7jwu6/building-a-transformer-from-scratch-ai-safety-up-skilling

Language:Jupyter Notebook400

ddpm-torch

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

Language:PythonMIT20600

simple-diffusion-model

An implementation of a denoising diffusion probabilistic model using PyTorch Lightning

Language:Python400

DDPM

PyTorch DDPM implementation

Language:Python70600

minDiffusion

Self-contained, minimalistic implementation of diffusion models with Pytorch.

Language:Python90100

joseph-nagel