ML_Scaling to Huge Datasets & Online Learning

作者:刘诗昆链接:https://www.zhihu.com/question/41979241/answer/123545914来源:知乎著作权归作者所有.商业转载请联系作者获得授权,非商业转载请注明出处. Transfer learning 顾名思义就是就是把已学训练好的模型参数迁移到新的模型来帮助新模型训练数据集.就跟其他知友回答的那样,考虑到大部分数据或任务是存在相关性的,所以通过transfer learning我们可以将已经学到的parameter 分享给新模型从而加快并优化模型的学

Week 17: One-shot Learning Overview One-shot Learning Log 5/22/2017 Note What is One-shot Learning? [Wikipedia] One-shot learning is an object categorization problem in computer vision. Whereas most machine learning based object categorization algori

6 Useful Databases to Dig for Data (and 100 more) You already know that data is the bread and butter of reports and presentations. Data makes your presentation solid. It backs up the ideas you are selling. It gives people reasons to listen to you. Ho

My favourite papers from day one of ICML 2015 07 July 2015 Aargh! How can I possibly keep all the amazing things I learnt at ICML today in my head?! Clearly I can’t. This is a list of pointers to my favourite papers from today, and why I think they a

The purpose of this post is to provide an introduction to the Model-View-ViewModel (MVVM) pattern. While I've participated in lots of discussions online about MVVM, it occurred to me that beginners who are learning the pattern have very little to go

Awesome Courses  Introduction There is a lot of hidden treasure lying within university pages scattered across the internet. This list is an attempt to bring to light those awesome courses which make their high-quality material i.e. assignments, lect

.net平台下开源(免费)三维(地形,游戏)GIS平台 open source (free) 3d (terrain,game) gis platform based on .net (C#) Axiom:开源3D游戏引擎,是著名的开源引擎OGRE的.NET版本.源代码完全用c#构造,主要为图形部分.RealmForge:开源3d游戏引擎,图形部分采用Axiom.并组合并重写其他一些网络.人工智能等模块,完全由C#构造. 还有google earth, Axiom The Axiom 3D En

先写想法: 想做个简单的地形漫游,于是考虑在ww直接开发,或找个控件形式的开发组件. 最大的期望有: 1. 支持google的sketchup,快速智能三维建模 2. 设计模式做好点,最好先做成组件形式,然后开发应用程序 3. 性能再好点,对于索引技术,内存管理等等 4. 客户端独立版本 和客户服务器端耦合版本的优化 5. 放点服务器的资料. .net平台 1.WorldWind      知名度很高,介绍也很全.链接在这里NASAWorld Wind     目前分为.net版本和java版本

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