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machine-learning-summer-code

Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-connected and quantum convolutional neural networks as well as benchmarks.

machine-learning-yearning-chinese-ver

（完结）Andrew NG Machine-Learning-Yearning translation documents（吴恩达《Machine Learning Yearning》中文翻译及英文原稿）

medical-quantum-machine-learning

The Leading Medical Quantum Machine Learning Code and R&D Public Repository.

medicalseg

3D Medical Image Segmentation Models，集成各种医学图像分割模型的小框架，主要是3D，持续更新...

mnist-classifiers-pytorch

MNIST PyTorch Classifiers trained on NVIDIA 940MX GPU

mnistgans

Some implementations of GAN.

multiresunet

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

netron

Visualizer for neural network, deep learning, and machine learning models

neu-det-steel-surface-defect-detection

This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.

paper_reading

论文阅读笔记

parkinsons-qsvm

9-qubit quantum support vector machine to identify Parkinson's disease based upon speech indicators.

pcl-learning

🔥PCL（Point Cloud Library）点云库学习记录

penguins_classification_qsvm

Classification of Palmer Penguin species using a Quantum Support Vector Machine

pytorch-cell-unet

利用UNet和UNet++实现对细胞图像医学图像的分割

pytorch-cifar10

pytorch and cifar10

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-quantum

A PyTorch-centric hybrid classical-quantum machine learning framework

pytorch-u-net

基于卷积神经网络U-Net实现生物医学影像分割，使用pytorch框架实现

pytorch-unet

U-Net: Convolutional Networks for Biomedical Image Segmentation

pytorch-unet-1

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch_alexnet_mnist

pytorch实现AlexNet，在mnist数据集上实验，用精确率、召回率等指标评估，并绘制PR、ROC曲线

pytorch_gpu_memory

pytorch gpu memory check

qcnn

quantum convolutional neural network - simulations

qcnns

qnn-implementation

QNN implementation

qram

10 qubit QRAM for basis encoding

qram-1

Library for Q# implementing various qRAM proposals

qram-2

Implementing quantum RAM with Qiskit

qram-3