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Materials for Neural Network

Some materials are enclosed here.1. 深度學習(二): 反向傳播 URL:http://chansh518.github.io/deep%20learning/2016/08/08/Deep-Learning-Notes-Backpropagation.html2. 一文看懂常用的梯度下降算法 URL: https://blog.csdn.net/u013709270/article/details/786675313. 邏輯回歸代價函數及其梯度下降公式 URL: https://blog.csdn.net/Mr_HHH/article/details/789347934. The Back Propagation Algorithm. URL: https://page.mi.fu-berlin.de/rojas/neural/chapter/K7.pdf5. Derivation of Back Propagation Algorithm for Forward Neural Networks. URL:  http://www.cs.put.poznan.pl/pliskowski/pub/teaching/eio/lab1/eio-supplementary.pdf6. 凸優化 梯度下降。URL: http://www.hanlongfei.com/凸优化/2015/09/29/cmu-10725-gradient/7. Geadient Descent demystified. URL:  https://towardsdatascience.com/gradient-descent-demystified-bc30b26e432a8. An introduction to gradient descent and linear regression. URL: https://spin.atomicobject.com/2014/06/24/gradient-descent-linear-regression/

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CKAN Security

Install CKAN 2.5 on Ubuntu 14.04 LTS

Author: Jyun-Yao Huang (Allen; allen501pc@gmail.com)System Environment: Ubuntu Linux 14.04 LTS (64bits) 1. Update the metadata of packages $ sudo apt-get update 2. Install apache2, nginx, apache’s module wsgi and the library of postgres- libpq5. $ sudo apt-get install -y nginx apache2 libapache2-mod-wsgi libpq5 3. Download deb-package of python-ckan. There are two ways to get CKAN […]

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PHP Web Design wordpress 程式設計 網頁撰寫

[WordPress] A Method for combining both of plain and custom URLs

In WordPress, we usually set the custom URLs for the purpose of SEO.For the old plain URLs which are previously published to other sites, we should maintain them by redirecting to the new custom URLs. The htaccess setting can simply do the redirection to a static page, such as response 404 not found or see […]

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