文档章节

人工智能资料库:第64辑(20170625)

AllenOR灵感
 AllenOR灵感
发布于 2017/09/10 01:18
字数 531
阅读 3
收藏 0

1.【博客】Example of TensorFlows new Input Pipeline

简介:

During the time I wrote my last article about finetuning AlexNet with TensorFlow I read about the best practices for optimizing performance in TensorFlow. There are several things I made different to these practices but I think the one that had the biggest effect on the performance was everything around the input pipeline. With the new Version of TensorFlow the Dataset API was introduced and provides us with a good and relatively easy way to write our own input pipeline using nothing more than TensorFlow. While you can potentially use this Datasets for any kind of input data, I will use images for the use case of this article. By the end of this article you will hopefully be able to use the new Dataset API for you own project and decrease the computation time needed to train you model.

原文链接:https://kratzert.github.io/2017/06/15/example-of-tensorflows-new-input-pipeline.html


2.【博客】Random Forest – Supervised classification machine learning algorithm

简介:

Random Forest is the go to machine learning algorithm that works through bagging approach to create a bunch of decision trees with a random subset of the data. It is considered to be one of the most effective algorithm to solve almost any prediction task. It can be used both for classification and the regression kind of problems. It is a combination of tree predictors where each tree depends on the values of a random vector sampled independently with the same distribution for all trees in the forest.

原文链接:http://www.techleer.com/articles/107-random-forest-supervised-classification-machine-learning-algorithm/


3.【代码】Sign-Recognition

简介:


原文链接:https://github.com/kashyap32/Sign-Recognition


4.【代码】BayesianRNN

简介:

This is the code used for the experiments in the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks". The sentiment analysis experiment relies on a fork of keras which implements Bayesian LSTM, Bayesian GRU, embedding dropout, and MC dropout. The language model experiment extends wojzaremba's lua code.

原文链接:https://github.com/yaringal/BayesianRNN#update-2-march-28


5.【博客】Text Clustering : Get quick insights from Unstructured

简介:

In this two-part series, we will explore text clustering and how to get insights from unstructured data. It will be quite powerful and industrial strength. The first part will focus on the motivation. The second part will be about implementation.

This post is the first part of the two-part series on how to get insights from unstructured data using text clustering. We will build this in a very modular way so that it can be applied to any dataset. Moreover, we will also focus on exposing the functionalities as an API so that it can serve as a plug and play model without any disruptions to the existing systems.

  • Text Clustering: How to get quick insights from Unstructured Data – Part 1: The Motivation
  • Text Clustering: How to get quick insights from Unstructured Data – Part 2: The Implementation

原文链接:

(1) https://machinelearningblogs.com/2017/01/26/text-clustering-get-quick-insights-from-unstructured-data/

(2) https://machinelearningblogs.com/2017/06/23/text-clustering-get-quick-insights-unstructured-data-2/


本文转载自:http://www.jianshu.com/p/a38b59929302

AllenOR灵感
粉丝 11
博文 2635
码字总数 83001
作品 0
程序员
私信 提问
预测流行偏好,时尚 AI 未来可望取代造型师

【Technews科技新报】预测时尚潮流是一项需要天分的工作,还得仰赖一个庞大的系统让少数人追捧的时尚进入大众流行市场,进而让业者赚取大笔钞票。现在预测工作也可以交给人工智能,让服饰业者...

黄 嬿
2017/12/26
0
0
人工智能资料库:第72辑(20171203)

1.【会议】Bayesian Deep Learning 简介: While deep learning has been revolutionary for machine learning, most modern deep learning models cannot represent their uncertainty nor......

chen_h
2017/12/03
0
0
国行版HomePod售价2799元,本周五发售

(图片源自苹果中国官网截图) 整理 | 一一 出品 | AI科技大本营 去年 12 月,苹果表示将于今年年初在中国销售其 HomePod 智能音箱。1 月 14 日,苹果公司正式宣布,HomePod 将于 1 月 18 日...

AI科技大本营
01/14
0
0
人工智能知识整理-第1辑(20170603)-机器学习入门资源汇总

有一天我忽然忘记了一个函数的用法,于是就上谷歌搜,结果搜出来的竟然是自己写的一篇笔记,上面有很详细的回答。当时感觉是跟另外一个自己进行交流,那一个是刚学完知识,印象还非常深的自己...

人工智豪
2017/06/03
0
0
2018第四范式人工智能+新媒体论坛

2018首届人工智能+新媒体峰会将于11月6日在Blue Note Beijing举办。人民日报新媒体中心丁伟、原新华社新媒体中心总经理现中国搜索党委书记李俊、罗辑思维联合创始人李俊、凤凰新媒体客户端总...

第四范式
2018/10/25
29
0

没有更多内容

加载失败,请刷新页面

加载更多

Spring Cloud 笔记之Spring cloud config client

观察者模式它的数据的变化是被动的。 观察者模式在java中的实现: package com.hxq.springcloud.springcloudconfigclient;import org.springframework.context.ApplicationListener;i...

xiaoxiao_go
今天
4
0
CentOS7.6中安装使用fcitx框架

内容目录 一、为什么要使用fcitx?二、安装fcitx框架三、安装搜狗输入法 一、为什么要使用fcitx? Gnome3桌面自带的输入法框架为ibus,而在使用ibus时会时不时出现卡顿无法输入的现象。 搜狗和...

技术训练营
今天
4
0
《Designing.Data-Intensive.Applications》笔记 四

第九章 一致性与共识 分布式系统最重要的的抽象之一是共识(consensus):让所有的节点对某件事达成一致。 最终一致性(eventual consistency)只提供较弱的保证,需要探索更高的一致性保证(stro...

丰田破产标志
今天
7
0
docker 使用mysql

1, 进入容器 比如 myslq1 里面进行操作 docker exec -it mysql1 /bin/bash 2. 退出 容器 交互: exit 3. mysql 启动在容器里面,并且 可以本地连接mysql docker run --name mysql1 --env MY...

之渊
今天
7
0
python数据结构

1、字符串及其方法(案例来自Python-100-Days) def main(): str1 = 'hello, world!' # 通过len函数计算字符串的长度 print(len(str1)) # 13 # 获得字符串首字母大写的...

huijue
今天
5
0

没有更多内容

加载失败,请刷新页面

加载更多

返回顶部
顶部