/Something-Important

Some tutorials, codes, and datasets

Something-Important

PENDING READ

Intro to Graph NN/Embedding/CN

OBJECT DETECTION/FRAMEWORK

数据增强

行人检测数据集

物体检测的轮回: anchor-based 与 anchor-free

Guided Anchoring: 物体检测器也能自己学 Anchor

目标检测模型的评估指标mAP详解(附代码）

干货 | 目标检测入门

CVPR2019目标检测方法进展综述

FCOS anchor-free 目标检测源码

mask r-cnn源码

CornerNet-Lite，基于关键点的目标检测算法

More about Attention

Transfer Learning

TUTORIALS

给初学者的 Jupyter Notebook 教程

Jupyter Notebook 快速入门（上）

How to get started with Machine Learning in about 10 minutes

Google machine learning tutorial

Quick and Easy Data Visualizations in Python

Codes for improving speed of data preprocessing

Why does Julia work so well?

10 important GAN paper you must read

PyTorch 深度学习:60分钟快速入门

Pytorch入门和上手：代码理解

DATASETS

Spiking datasets

Datasets for machine learning

SOFTWARE INSTALLATION

强推！国内实用镜像安装tf和torch，尤其在清华和科大镜像失效时

WIn10+Anaconda 环境下安装 PyTorch 避坑指南

Windows10+GPU版 pytorch 安装

Pytorch如何更新版本与卸载，使用pip,conda更新卸载Pytorch

浅谈将Pytorch模型从CPU转换成GPU

windows10下安装GPU版pytorch简明教程

PyCharm for Anaconda

pytorch中查看gpu信息

PyCharm运行按钮试试灰色的

windows安装pytorch配置pycharm