Noted

本文总结了广告、推荐领域最为流行的10个深度学习CTR模型的结构特点，构建了它们之间的演化图谱。选择模型的标准尽量遵循下面三个原则：

Source: 谷歌、阿里、微软等10大深度学习CTR模型最全演化图谱【推荐、广告、搜索领域】 – 知乎

所以面试通过要满足两个基本要求，一是“技术合格”，二是“愿意一起工作”二者缺一不可。所以在你技能合格的前提下，面试官愿不愿意与你一起工作就成了一个关键且略主观的问题。

但这看似草菅人命的标准其实是有背后的深刻逻辑的。往俗了说叫做看看candidate投不投缘，往大了说叫做符不符合公司文化，往实在了说，是要check你是不是能够顺利的与同事交流协作，得出合理的技术解决方案。

Source: 为什么说算法工程师的面试是一门玄学？ – 知乎

哈哈，我感觉不用写下一篇了，大家直接参考这个答案就可以了。过几天在你这个评论基础上再说的详细一点，非常好的回答。

Source: 重读Youtube深度学习推荐系统论文，字字珠玑，惊为神文 – 知乎

A Docker container for stress, a tool for generating workload. It can produce CPU, memory, I/O, and disk stress.

Source: GitHub – progrium/docker-stress: Docker container for generating workload stress

When doing load testing on for example new clusters, I typical use a load generator to generate some “fake” load, however I couldn’t find a simple container image for this job. So thats why I created this simple image to do the job.

Source: GitHub – containerstack/docker-cpustress: CPU stress test tool inside a Docker container

A docker image around gpu_burn, a multi-GPU CUDA stress test from http://wili.cc/blog/gpu-burn.html.

I mainly use this tool (with nvidia-docker, https://github.com/NVIDIA/nvidia-docker) to test the power setup of my GPUs in order to make sure that power is enough to run all GPUs at max at the same time.

Source: chrstnhntschl/gpu_burn – Docker Hub

Last Update: January 12, 2018.Curated list of resources for iOS developers in following topics:

Source: Machine Learning for iOS

Given the breakthrough of AlexNet in 2012 for the simpler problem of image classification, there was a flurry of research and publications in 2014 and 2015 on deep learning methods for face recognition. Capabilities quickly achieved near-human-level performance, then exceeded human-level performance on a standard face recognition dataset within a three year period, which is an astounding rate of improvement given the prior decades of effort.

Source: A Gentle Introduction to Deep Learning for Face Recognition

Visualizer for neural network, deep learning and machine learning models

Source: lutzroeder/netron: Visualizer for neural network, deep learning and machine learning models

What is foreign interference? What are the methods, what is happening now? Essentially, foreign interference is when a country, external agencies, or people try to shape the behaviour, actions, policies of a target country.

Source: RSIS Conference on Foreign Interference Tactics and Countermeasures – Speech by Mr K Shanmugam, Minister for Home Affairs and Minister for Law