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advancedalgorithms

ai-challenger-retinal-edema-segmentation

DeepSeg : 4th place(top3%) solution for Retinal Edema Segmentation Challenge in 2018 AI challenger

algorithms-collection-python

Collection of Algorithms implemented in Python

alipy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

apdrawinggan

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

building-machine-learning-projects-with-tensorflow

Building Machine Learning Projects with TensorFlow by Packt

cell-nuclei-detection-and-segmentation

Detect location and draw boundary of nuclei from microscopic images

centermask

CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020

chirpy

A Jekyll theme with responsive web design that focuses on text presentation.

code

code

course-v3

The 3rd edition of course.fast.ai

cplusplus-_implementation_of_introduction_to_algorithms

《算法导论》第三版中算法的C++实现

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

cs231n-2017

Completed the CS231n 2017 spring assignments from Stanford university

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

d2l-pytorch-slides

Automatically Generated Notebook Slides

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

d2l-zh-pytorch-slides

Pytorch版代码幻灯片

data-science-notes

数据科学的笔记以及资料搜集

dataflowr-slides

slides for deep learning courses

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeplab-v2--resnet-101--tensorflow

An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.

deeplearning

deeplearning.ai-gans-specialization

A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera