mindcrime

'''
Created on Jun 3, 2023

@author: prhodes
'''

from ch02.vector_drawing import *
from math import sqrt, pi, cos, sin, tan, asin, acos, atan, atan2, isclose

mindcrime

#!/bin/bash

dnf -y install automake autoconf
dnf -y install erlang-rebar erlang-rebar3 erlang-relx
dnf -y install erlang-amf erlang-bear erlang-cache_tab erlang-compiler erlang-debugger erlang-doc erlang-eimp
dnf -y install zlib zlib-devel
dnf -y install openssl openssl-devel
dnf -y install libyaml libyaml-devel
dnf -y install gcc-c++ gcc
dnf -y install expat expat-devel

mindcrime

diff(X,Y) :- X \== Y.

male(albert).
male(edward).

female(alice).
female(victoria).

parents(edward, victoria, albert ).

mindcrime

CloseableHttpClient httpclient = HttpClients.createDefault();
HttpGet httpget = new HttpGet("http://localhost/");
CloseableHttpResponse response = httpclient.execute(httpget);
try 
{
    <...>
} 
finally 
{
    response.close();

mindcrime

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
        xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
  <modelVersion>4.0.0</modelVersion>
  <groupId>groupId</groupId>
  <artifactId>artifactid</artifactId>
  <version>1.0-SNAPSHOT</version>
  <packaging>jar</packaging>
  <name>projectName</name>
  

mindcrime

com.fasterxml.jackson.core.JsonFactory
com.fasterxml.jackson.core.ObjectCodec
com.fasterxml.jackson.databind.Module
com.sun.jersey.spi.container.ContainerProvider
com.sun.jersey.spi.container.ContainerRequestFilter
com.sun.jersey.spi.container.ResourceMethodCustomInvokerDispatchProvider
com.sun.jersey.spi.container.ResourceMethodDispatchProvider
com.sun.jersey.spi.container.WebApplicationProvider
com.sun.jersey.spi.HeaderDelegateProvider
com.sun.jersey.spi.inject.InjectableProvider

mindcrime

<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
	<modelVersion>4.0.0</modelVersion>
	<groupId>org.fogbeam.dl4j</groupId>
	<artifactId>dl4j-spark</artifactId>
	<version>0.0.1-SNAPSHOT</version>
	<name>dl4j-spark</name>
	<description>dl4j-spark</description>

	<properties>

mindcrime

JavaRDD<DataSet> unscaledData = rdd.map(new DataVecDataSetFunction(1,10, false, null, null ));
		
		JavaRDD<DataSet> trainingData = unscaledData.map( new Function<DataSet,DataSet>() {

			DataNormalization scaler = new ImagePreProcessingScaler(0,1);
			@Override
			public DataSet call(DataSet v1) throws Exception {
				
				DataSet newDS = new DataSet( v1.getFeatures(), v1.getLabels());
				scaler.preProcess(newDS);

mindcrime

    public DataSet call(List<Writable> currList) throws Exception {

        //allow people to specify label index as -1 and infer the last possible label
        int labelIndex = this.labelIndex;
        if (numPossibleLabels >= 1 && labelIndex < 0) {
            labelIndex = currList.size() - 1;
        }

        INDArray label = null;
        INDArray featureVector = null;

mindcrime

package org.fogbeam.dl4j.spark;

import java.io.File;
import java.util.Arrays;
import java.util.List;
import java.util.concurrent.TimeUnit;

import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.JavaRDD;