xumin1993's repositories
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
Data-Science-Notes
数据科学的笔记以及资料搜集
Deep-Learning
:computer:深度学习实战：实战教程、手写数字识别、Discuz验证码识别
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
DeepGlobe-Road-Extraction-Challenge
D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction
Deeplab-v3plus
A higher performance pytorch implementation of DeepLab V3 Plus(DeepLab v3+)
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
deeplearningbook-chinese
Deep Learning Book Chinese Translation
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。
finetune_alexnet_with_tensorflow
Code for finetuning AlexNet in TensorFlow >= 1.2rc0
lihang-code
《统计学习方法》的代码实现
machine_learning_beginner
机器学习初学者公众号作品
MWCNN
Multi-level Wavelet-CNN for Image Restoration
pcl
Point Cloud Library (PCL)
pytorch-beginner
pytorch tutorial for beginners
PyTorch-Course
JULYEDU PyTorch Course
pytorch-deeplab-xception
DeepLab v3+ model in PyTorch. Support different backbones.
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-tutorial
PyTorch Tutorial for Deep Learning Researchers
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
ResNet34-UNet-HVS16
ResNet34 U-Net for HVS16 Whole Heart Segmentation
ResNet50-Unet
Segmentation for vertebra in MR images
tensorboard
TensorFlow's Visualization Toolkit
tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflow_models_learning
tensorflow GoogleNet inception V1 V2 V3 V4
unet
unet for image segmentation