tanbobobo,github

alveolar_canal

This repository contains the material from the paper "Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation"

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, ... 🧠

auto-py-to-exe

Converts .py to .exe using a simple graphical interface

awesome-diffusion-models-in-medical-imaging

Diffusion Models in Medical Imaging

calculator

Windows Calculator: A simple yet powerful calculator that ships with Windows

captum

Model interpretability and understanding for PyTorch

catalyst

Accelerated deep learning R&D

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels

cnnimageretrieval-pytorch

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

codinginterviewchinese2

《剑指Offer：名企面试官精讲典型编程面试题》第二版源代码

conv_arithmetic

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

cssgridgenerator

🧮 Generate basic CSS Grid code to make dynamic layouts!

cvnet

Official PyTorch Implementation of Correlation Verification for Image Retrieval, CVPR 2022 (Oral Presentation)

cvpr2020-plant-pathology

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

deep-learning

personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout，三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam)，梯度检验、batch normalization）、RNN