cpufxb

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

CLAM

Data Efficient & Weakly Supervised Computational Pathology on Whole Slide Images

ConvNeXt

Code release for ConvNeXt model

CVPR2020-Code

CVPR 2020 论文开源项目合集

deep-learning-colonoscopy

Review in Deep Learning for Polyp Detection and Classification in Colonoscopy.

DeepProg

Deep-Learning framework for multi-omic and survival data integration

ECCV2020-Code

ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

GPDBN

cpufxb/ConvNeXt

Code release for ConvNeXt model

cpufxb/DeepProg

Deep-Learning framework for multi-omic and survival data integration

cpufxb/GPDBN

cpufxb/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, ... 🧠

cpufxb/Atten_Deep_MIL

Attention-based Deep MIL implementation and application

cpufxb/Awesome-Backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

cpufxb/conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cpufxb/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】

cpufxb/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

cpufxb/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.

cpufxb/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。

cpufxb/dsmil-wsi

DSMIL: Multiple instance learning networks for tumor detection in Whole Slide Image

cpufxb/example-code

Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)

cpufxb/hif2gene

cpufxb/histolab

Library for Digital Pathology Image Processing

cpufxb/hover_net

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

cpufxb/interpy-zh

📘《Python进阶》（Intermediate Python - Chinese Version）

cpufxb/KMS_VL_ALL

🔑KMS_VL_ALL - Smart Activation Script

cpufxb/mml-book-chinese

mml-book-chinese《Mathematics For Machine Learning》机器学习中的数学 中文版

cpufxb/Neuroinformatics_ML

Intelligible Models for HealthCare: Predicting the Probability of 6-month Unfavorable Outcome in Patients with Ischemic Stroke

cpufxb/OEEM

MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images

cpufxb/paper-reading

深度学习经典、新论文逐段精读

cpufxb/pysurvival

Open source package for Survival Analysis modeling

cpufxb/PyTorchIntroduction

《深入浅出 PyTorch——从模型到源码》源代码和勘误（见Issues）

cpufxb/PytorchPipeline

Pytorch pipeline template

cpufxb/self-supervised-histopathology

Pretrained model for self supervised histopathology

cpufxb/sfp-cervical-biopsy-runtime

Code execution for the SFP cervical biopsy competition

cpufxb/shap

A game theoretic approach to explain the output of any machine learning model.

cpufxb/Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

cpufxb/tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.