PatRyg99

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

PlotNeuralNet

Latex code for making neural networks diagrams

pytorch_geometric

Graph Neural Network Library for PyTorch

awesome-point-cloud-analysis-2023

A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!

Pointnet2_PyTorch

PyTorch implementation of Pointnet2/Pointnet++

poolformer

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

point2mesh

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

CascadePSP

[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

PointFlow

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

diffusion-point-cloud

:thought_balloon: Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)

point-transformer

This is an unofficial implementation of the Point Transformer paper.

geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

diffusion-net

Pytorch implementation of DiffusionNet for fast and robust learning on 3D surfaces like meshes or point clouds.

Awesome-U-Net

Official repo for Medical Image Segmentation Review: The success of U-Net

lettuce

Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method

geometric-algebra-transformer

AnalyticMesh

An Efficient Implementation of Analytic Mesh Algorithm for 3D Iso-surface Extraction from Neural Networks

PMP-Net

coronary-mesh-convolution

Implementation accompanying our STACOM (MICCAI) 2021 paper (https://doi.org/10.1007/978-3-030-93722-5_11)

MedMeshCNN

Convolutional Neural Network for medical 3D meshes in PyTorch

flow4D

Python code for processing 4D flow dicoms and write velocity profiles for CFD simulations.

OpenFOAM-phys-flow

Openfoam library for physiological flow. Solvers and boundary conditions.

lab-gatr

Official implementation of geometric algebra transformers for large biomedical surface and volume meshes (LaB-GATr)

NASM_FlappyBird

Flappy Bird game written in x86_64 assembly (NASM) for 64-bit Linux target