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(转) Deep learning architecture diagrams
FastML Machine learning made easy RSS Home Contents Popular Links Backgrounds About Deep learning architecture diagrams 2016-09-30 Like a wild stream ...
分类:其他好文   时间:2016-10-01 22:22:04    阅读次数:491
一种压缩图片的方法---Machine learning 之 K-Means
背景描述: RGB编码:对于一个直接用24bit表示每一个而像素的图像来说,每一个pixel使用8-bit无符号整数(0-255)来表示红or绿or蓝。 压缩目的: 将128x128大小的图片由原来的24bit表示-压缩成->16bit表示每一个像素的图像。 压缩方法: 对于每一个pixel, 使用 ...
分类:系统相关   时间:2016-10-01 22:16:54    阅读次数:218
机器学习基石(1)--The Learning Problem
机器学习的基石课程可以分成四个大的步骤: 1. 什么时候可以使用机器学习? 2. 为什么机器学习可以有效果? 3. 机器学习是一个怎样的过程? 4. 机器学习怎么样才能学得更好? From Learning to Machine Learning 仿照人类进行学习和认知的过程,机器进行学习的过程也非 ...
分类:其他好文   时间:2016-09-26 18:04:41    阅读次数:115
A Brief Review of Supervised Learning
There are a number of algorithms that are typically used for system identification, adaptive control, adaptive signal processing, and machine learning ...
分类:其他好文   时间:2016-09-24 21:40:06    阅读次数:197
损失函数
Loss Function Loss function is used to measure the degree of fit. So for machine learning a few elements are: Among all linear methods y=f(θTx)y=f(θTx ...
分类:其他好文   时间:2016-09-23 21:38:31    阅读次数:132
Machine Learning Review_Models(McCullah Pitts Model, Linear Networks, MLPBP)
McCullah Pitts Model Perceptron Model Step: 1. initialise weight value 2. present input vector and obtain net input with 3. calculate output(with bina ...
分类:Web程序   时间:2016-09-23 11:00:22    阅读次数:226
深度学习将替代机器学习并淘汰它们吗?
原文链接:http://www.kdnuggets.com/2014/10/deep-learning-make-machine-learning-algorithms-obsolete.html ...
分类:其他好文   时间:2016-09-21 17:37:59    阅读次数:500
Advice for students of machine learning
Advice for students of machine learning written by david mimno Advice for students of machine learning written by david mimno One of my students recen ...
分类:系统相关   时间:2016-09-20 18:02:40    阅读次数:164
A Gentle Introduction to the Gradient Boosting Algorithm for Machine Learning
A Gentle Introduction to the Gradient Boosting Algorithm for Machine Learning by Jason Brownlee on September 9, 2016 in XGBoost 0 0 0 0 0 0 0 0 Gradie ...
分类:系统相关   时间:2016-09-14 00:21:30    阅读次数:216
Teaching Your Computer To Play Super Mario Bros. – A Fork of the Google DeepMind Atari Machine Learning Project
Teaching Your Computer To Play Super Mario Bros. – A Fork of the Google DeepMind Atari Machine Learning Project Posted by ehrenbrav on August 25, 2016 ...
分类:系统相关   时间:2016-09-11 01:34:41    阅读次数:316
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