Source: verysmartbrothas.com It has been confusing since my first day as a PhD student about theory and its relationships with science, and other interchangeable concepts such as models, hypothesis and conceptual framework. Now I am beginning to get…

http://colah.github.io/posts/2014-07-Understanding-Convolutions/ Posted on July 13, 2014 neural networks, convolutional neural networks, convolution, math, probability In a previous post, we built up an understanding of convolutional neural networks,…

Understanding Weak References Posted by enicholas on May 4, 2006 at 5:06 PM PDT Some time ago I was interviewing candidates for a Senior Java Engineer position. Among the many questions I asked was "What can you tell me about weak references?" I…

R2RT   Written Memories: Understanding, Deriving and Extending the LSTM Tue 26 July 2016 When I was first introduced to Long Short-Term Memory networks (LSTMs), it was hard to look past their complexity. I didn’t understand why they were designed the…

This content is part of the series: Java theory and practice A brief history of garbage collection Anatomy of a flawed microbenchmark Are all stateful Web applications broken? Be a good (event) listener Building a better HashMap Characterizing thread…

Chapter 1.6 : Information Theory     Chapter 1.6 : Information Theory Christopher M. Bishop, PRML, Chapter 1 Introdcution 1. Information h(x) Given a random variable and we ask how much information is received when we observe a specific value for thi…

Understanding Convolutions In a previous post, we built up an understanding of convolutional neural networks, without referring to any significant mathematics. To go further, however, we need to understand convolutions. If we just wanted to understan…

Understanding Convolution in Deep Learning Convolution is probably the most important concept in deep learning right now. It was convolution and convolutional nets that catapulted deep learning to the forefront of almost any machine learning task the…

  Code understanding is a task we are always doing, though we are not even aware that we're doing it. It's an obvious need when a colleague is leaving and another gets his code. However, we have to learn code in lots of cases, i.e. when: we continue…

10 Easy Steps to a Complete Understanding of SQL 原文地址:http://tech.pro/tutorial/1555/10-easy-steps-to-a-complete-understanding-of-sql Too many programmers think SQL is a bit of a beast. It is one of the few declarative languages out there, and as such…