patrick013

Keras提供两种学习率适应方法，可通过回调函数实现。

1. LearningRateScheduler

keras.callbacks.LearningRateScheduler(schedule)

该回调函数是学习率调度器.

参数

schedule：函数，该函数以epoch号为参数（从0算起的整数），返回一个新学习率（浮点数）

patrick013

Start Metamap Server in Java

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Metamap is a tool to recognize UMLS concepts in text. Here is a short script of Java for starting Metamap server. For details of installation of Metamap Java Api, please check here.

import java.awt.Desktop;
import java.io.BufferedReader;
import java.io.File;
import java.io.IOException;
import java.io.InputStreamReader;

patrick013

Installation of Metamap Java API on Windows

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Metamap is a tool to recognize the UMLS concepts in a text. For using Metamap, a UMLS license is needed. Sign up for a license at https://www.nlm.nih.gov/research/umls/ .

Using Metamap Java API you need:

• Metamap full version
  • For windows version, please download Metamap 2013 or Metamap 2014
  • Download link: https://metamap.nlm.nih.gov/MainDownload.shtml