Deep Learning with TensorFlow and CUDA GPU

INSTALL

ref TF 1.0 doc

ref nvidia doc, until step 3

requirements

64-bit Linux

Python 2.7 or 3.3+ (3.5 used in this blog)

NVIDIA CUDA 7.5 (8.0 if Pascal GPU)

NVIDIA cuDNN >v4.0 (v5.1 recommended)

NVIDIA GPU with compute capability >3.0

steps

1.Install CUDA, see Install in Ubuntu 16.04.2.......

Machine Learning - Basics

This blog accumulates useful materials for beginners.

Book: python-machine-learning-book

code on github

ML from scratch (py)

github

7 Types of Regression Techniques you should know (modern regressions)

analyticsvidhya

evernote backup

Mount NTFS in Linux Ubuntu

Make mount point:

mkdir /mnt/win

Find the partition

lsblk

Temp Mount

mount -t ntfs-3g /dev/sda4 /mnt/win

Easy Fstab Mount with All Permissions

1.find uuid:

blkid

2.add in fstab:

UUID=asdf1234 /mnt/win10c ntfs-3g defaults,windows_names,locale=en_US.utf8 0 0

For advanced permission con......

System Monitoring Tools (Command-Line)

TEMPERATURE

To monitor CPU temperature lm-sensors (Linux Monitoring sensors):

sudo apt-get install -y lm-sensors && \

sudo sensors-detect && \

sensors

# sudo service kmod start # optional

Extra: using watch to auto-refresh:

watch -n 1 -d sensors # n: nr of seconds to refresh

Notes of Basic Linux Part-5 Root as Administrator

Notes from 2012 April.

多年前(2012)写的“鸟哥的Linux 私房菜”学习笔记。- Chapters 18~26 -ing

原网站: 繁体 linux.vbird.org or 简体 cn.linux.vbird.org 。

第十八章、认识系统服务 (daemon, service)

什么是 daemon 与服务 (service)

分类 & 命名:

stand-alone vs. super-daemon

Stand Alone Daemon

响应速度快。

常见的有httpd、FTP的vsftpd等。

......

Notes of Basic Linux Part-4 User Management

Notes from 2012 April.

多年前(2012)写的“鸟哥的Linux 私房菜”学习笔记。- Chapters 14 & 17 -ing

原网站: 繁体 linux.vbird.org or 简体 cn.linux.vbird.org 。

第十四章、Linux 账号管理与 ACL 权限配置

Linux 的账号与群组

使用者标识符: UID 与 GID

UID是0时,代表这个账号是『系统管理员』! 所以当你要让其他的账号名称也具有 root 的权限时,将该账号的 UID 改为 0 即可。

1~499 (系统账号).除了 0 之外,其他的 UID 权限与特性并没有......