bbsun's repositories
AI-research-tools
:hammer:AI 方向好用的科研工具
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
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
cTensor
A super light-weight deep learning library based on NumPy in PyTorch fashion.
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
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。
how-do-vits-work
(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
Java
Seimic imaging and inversion using Java
jupyter
Jupyter metapackage for installation, docs and chat
KAUSTian_Handbook_CN
KAUST Handbook (in Chinese)
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
ormpp
modern C++ ORM, C++17, support mysql, postgresql,sqlite
PixelCNN-Pytorch
A naive implementation of PixelCNN in Pytorch as described in A Oord et. al.
python_books
my_python_books
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
research-contributions
Implementations of recent research prototypes/demonstrations using MONAI.
rltime
RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features
Semantic-Segmentation-Guide
A Theory and Practical Guide to Deep Learning Semantic Segmentation
SimpleCRF
matlab and python wrap of crf and dense crf, both 2d and 3d are supported
sort-one-billion
大数据进行排序（十亿量级以上）
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
use_pytorch_on_ibex
A simple demonstration regarding how to run pytorch on ibex cluster of KAUST