Xiaobing Feng's repositories
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Atten_Deep_MIL
Attention-based Deep MIL implementation and application
Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
CV
✔️最全面的 深度学习CV 笔记【吴恩达 深度学习】【李沐 动手学深度学习】【我是土堆 Pytorch】
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
DeepLearning
A deep learning code base, mainly for paper replication, in the areas of image recognition, object detection, image segmentation, self-supervision, etc. Each project can be run independently, and there are corresponding articles to explain.
dive_into_deep_learning
✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。
dsmil-wsi
DSMIL: Multiple instance learning networks for tumor detection in Whole Slide Image
example-code
Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)
histolab
Library for Digital Pathology Image Processing
hover_net
Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.
interpy-zh
📘《Python进阶》（Intermediate Python - Chinese Version）
KMS_VL_ALL
🔑KMS_VL_ALL - Smart Activation Script
mml-book-chinese
mml-book-chinese《Mathematics For Machine Learning》机器学习中的数学 中文版
Neuroinformatics_ML
Intelligible Models for HealthCare: Predicting the Probability of 6-month Unfavorable Outcome in Patients with Ischemic Stroke
OEEM
MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images
paper-reading
深度学习经典、新论文逐段精读
pysurvival
Open source package for Survival Analysis modeling
PyTorchIntroduction
《深入浅出 PyTorch——从模型到源码》源代码和勘误（见Issues）
PytorchPipeline
Pytorch pipeline template
self-supervised-histopathology
Pretrained model for self supervised histopathology
sfp-cervical-biopsy-runtime
Code execution for the SFP cervical biopsy competition
shap
A game theoretic approach to explain the output of any machine learning model.
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.