Morty Zhang's starred repositories
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, ... 🧠
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
openvpn-install
OpenVPN road warrior installer for Ubuntu, Debian, AlmaLinux, Rocky Linux, CentOS and Fedora
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
pytorch-fcn
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
faster-rcnn-pytorch
这是一个faster-rcnn的pytorch实现的库，可以利用voc数据集格式的数据进行训练。
pytorch-unet
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
dive-into-cv-pytorch
动手学CV-Pytorch版
gost-install.ipynb
通过 Jupyter Notebook 安装 GOST
Reproducible-Deep-Compressive-Sensing
Collection of reproducible deep learning for compressive sensing
courses-zh-v2
中文版 v2 课程
scikit-kge
Python library to compute knowledge graph embeddings
SmartKG
This project accepts excel files as input which contains the description of a Knowledge Graph (Vertexes and Edges) and convert it into an in-memory Graph Store. This project implements APIs to search/filter/get nodes and relations from the in-memory Knowledge Graph. This project also provides a dialog management framework and enable a chatbot based on its knowledge graph.
awesome-machine-learning
:book: List of some awesome university courses for Machine Learning! Feel free to contribute!
tensorflow-101
《TensorFlow 快速入门与实战》和《TensorFlow 2 项目进阶实战》课程代码与课件
d2l-pytorch-sagemaker
Automatically Generated Notebook for Sagemaker
ConvexHull2D
Implementations of various 2D convex hull algorithms in C++