AnnaPaulish

ControlNet

Let us control diffusion models!

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

NN-SVG

Publication-ready NN-architecture schematics.

algorithm-archive

A collaborative book on algorithms

optax

Optax is a gradient processing and optimization library for JAX.

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Conditional_Diffusion_MNIST

Conditional diffusion model to generate MNIST. Minimal script. Based on 'Classifier-Free Diffusion Guidance'.

jax-windows-builder

A community supported Windows build for jax.

DeepSets

julia-gpu-course

GPU Programming with Julia - course at the Swiss National Supercomputing Centre (CSCS), ETH Zurich

phdthesis

Gaussian Processes and Statistical Decision-making in Non-Euclidean Spaces

TemporalGPs.jl

Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html

julia-for-materials

Material of the seminar "Julia for Materials Modelling"

milad

Moment Invariants Local Atomic Descriptor

ad-kernels

Code for the paper "Algorithmic Differentiation for Automatized Modelling of Machine Learned Force Fields"

iter_unc

Official code for "Enabling Uncertainty Estimation in Iterative Neural Networks" (ICML 2024)

LauzHack

GFN

Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction

Voyager

WOBBLE

Package for modal analysis and rigid body simulations, extending the EPFL Akantu code

NASA-Disaster-Events-Tracker

🌋 A web applications that plots natural disasters from NASA EONET api on a map using mapbox.

PuenteAlignment

Automatic Alignment of Large Collections of Anatomical Surfaces for Geometric Morphometrics

PCSC_ODE_Solver

Implementation of different solvers for project 2 of the class Programming Concepts in Scientific Computing

oisin-m.github.io

WOBBLE

Package for modal analysis and rigid body simulations, extending the EPFL Akantu code

auto3dgm_nazar