bbsun Goto Github PK

2014-jmiv-slicedtransport

N. Bonneel, J. Rabin, G. Peyré, H. Pfister. Sliced and Radon Wasserstein Barycenters of Measures. Journal of Mathematical Imaging and Vision, 51(1), pp. 22–45, 2015.

ai-research-tools

:hammer:AI 方向好用的科研工具

aigc

扩散模型算法基础文档、训练、实验、部署等仓库

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

automatictuningofsysparams

A Framework for Automatic Tuning of System Parameters

awesome-diffusion-models

A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

bbsun.github.io

Blog

code

ctensor

A super light-weight deep learning library based on NumPy in PyTorch fashion.

deepwave

Wave propagation modules for PyTorch.

denise-black-edition

2D time-domain isotropic (visco)elastic FD modeling and full waveform inversion (FWI) code for P/SV-waves

diy

data-parallel out-of-core library

dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

dwt

3D Haar Descrete Wavelet Transform C++11 library (using OpenMP and SSE/SSE2/SSE3/AVX).

elastic_benchmarks

Benchmark problems in 2D and 3D for the elastic wave equation.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

generativediffusionprior

Generative Diffusion Prior for Unified Image Restoration and Enhancement (CVPR2023)

geophysics

FD/RTM/FWI/TOMO/RayTracing, ISO/VTI/TTI, su/segy/sgy, C/C++/java, MPCH/OpenMPI/OpenMP/CUDA/, CWP/Madagascar

girih

This tool serves as a test harness for different optimization techniques to improve stencil computations performance in shared and distributed memory systems

goguide

「Go语言学习指南」一份涵盖大部分 Golang 程序员所需要掌握的核心知识，拥有 Go语言教程、Go开源书籍、Go语言入门教程、Go语言学习路线。零基础学习 Go语言、Go编程，首选 GoGuide。

guietta

how-do-vits-work

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

htmlcoding

java

Seimic imaging and inversion using Java

jupyter

Jupyter metapackage for installation, docs and chat

kaustian_handbook_cn

KAUST Handbook (in Chinese)

kernex

Stencil computations in JAX