feynmanliang

import org.apache.spark.ml.feature.{CountVectorizer, RegexTokenizer, StopWordsRemover}
import org.apache.spark.mllib.clustering.{LDA, OnlineLDAOptimizer}
import org.apache.spark.mllib.linalg.Vector

import sqlContext.implicits._

val numTopics: Int = 100
val maxIterations: Int = 100
val vocabSize: Int = 10000

feynmanliang

Keybase proof

I hereby claim:

• I am feynmanliang on github.
• I am feynman (https://keybase.io/feynman) on keybase.
• I have a public key ASDISK0rUZWGgEO6xCKFhIoLWMFM9iReGIYlgD0YZukZBAo

To claim this, I am signing this object:

feynmanliang

[
    {
        "action": "talk",
        "text": "Please wait while we connect you."
    },
    {
        "action": "connect",
        "timeout": 20,
        "from": "12015100650",
        "endpoint": [

feynmanliang

Do you even read these?

feynmanliang

Keybase proof

I hereby claim:

• I am feynmanliang on github.
• I am feynman (https://keybase.io/feynman) on keybase.
• I have a public key ASCNE3Hd3sTW9NIXdtB7kYN566UbsrJ3BEe9GVNH-BoCgQo

To claim this, I am signing this object:

feynmanliang

import org.apache.http.client.methods.HttpGet
import org.apache.http.impl.client.{BasicResponseHandler, HttpClientBuilder}
import org.apache.spark.mllib.fpm.PrefixSpan

// sequence database
val sequenceDatabase = {
  val url = "http://www.philippe-fournier-viger.com/spmf/datasets/SIGN.txt"
  val client = HttpClientBuilder.create().build()
  val request = new HttpGet(url)
  val response = client.execute(request)

feynmanliang

[SPARK-10478] SoftmaxFunction.eval Benchmarks Before/After PR 8648

Num Examples	Num Classes	Before Average Runtime (ms)	After Average Runtime (ms)
1000	5	5.3315174999999995	0.4096546
1000	50	6.7308793	4.1289975
1000	250	21.5866622	21.25164
10000	5	4.2153461	4.145396
10000	50	42.2423785	41.0198213
10000	250	215.2192236	208.61861249999998
100000	5	43.517224899999995	41.2843315

feynmanliang

# SPECIFICATION:
#
# check_sudoku() determines whether its argument is a valid Sudoku
# grid. It can handle grids that are completely filled in, and also
# grids that hold some empty cells where the player has not yet
# written numbers.
#
# First, your code must do some sanity checking to make sure that its
# argument:
#

feynmanliang

import java.util.Scanner;

public class calendar {

    // initialize static scanned
    public static Scanner input = new Scanner(System.in);

    public static void main(String[] args) {
        int month = getMonth();
        int year = getYear();

feynmanliang

/*
  Please write complete compilable code.
  Your class should be named Solution
  Read input from standard input (STDIN) and print output to standard output(STDOUT).
  For more details, please check http://www.interviewstreet.com/recruit/challenges/faq/view#stdio
*/

import java.util.Scanner;

public class Solution {