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Jason Walsh jwalsh

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@jwalsh
jwalsh / app.py
Last active February 12, 2019 16:39
https://www.katacoda.com/basiafusinska/courses/tensorflow-getting-started/tensorflow-mnist-beginner
import tensorflow as tf
tf.logging.set_verbosity(tf.logging.ERROR)
from tensorflow.examples.tutorials.mnist import input_data
mnist = input_data.read_data_sets("MNIST_data/", one_hot=True)
image_size = 28
labels_size = 10
@jwalsh
jwalsh / generate-mock-features.js
Last active January 8, 2019 17:06
// Create mock features for evaluating AWS ML performance
const fs = require('fs');
let header = [];
['training', 'batch-prediction']
.map(s => {
'abcdefghijklmnopqrstuvwxyz'
@jwalsh
jwalsh / schema.json
Created January 8, 2019 16:52
{
"version" : "1.0",
"rowId" : null,
"rowWeight" : null,
"targetAttributeName" : "t",
"dataFormat" : "CSV",
"dataFileContainsHeader" : true,
"attributes" : [ {
"attributeName" : "a0",
"attributeType" : "NUMERIC"
@jwalsh
jwalsh / titanic.csv
Last active February 22, 2025 08:57
PassengerId Survived Pclass Lname Name Sex Age SibSp Parch Ticket Fare Cabin Embarked
1 0 3 Braund Mr. Owen Harris male 22 1 0 A/5 21171 7.25 S
2 1 1 Cumings Mrs. John Bradley (Florence Briggs Thayer) female 38 1 0 PC 17599 71.2833 C85 C
3 1 3 Heikkinen Miss. Laina female 26 0 0 STON/O2. 3101282 7.925 S
4 1 1 Futrelle Mrs. Jacques Heath (Lily May Peel) female 35 1 0 113803 53.1 C123 S
5 0 3 Allen Mr. William Henry male 35 0 0 373450 8.05 S
6 0 3 Moran Mr. James male 0 0 330877 8.4583 Q
7 0 1 McCarthy Mr. Timothy J male 54 0 0 17463 51.8625 E46 S
8 0 3 Palsson Master. Gosta Leonard male 2 3 1 349909 21.075 S
9 1 3 Johnson Mrs. Oscar W (Elisabeth Vilhelmina Berg) female 27 0 2 347742 11.1333 S
@jwalsh
jwalsh / winequality-red.csv
Last active November 2, 2018 14:31
fixed acidity volatile acidity citric acid residual sugar chlorides free sulfur dioxide total sulfur dioxide density pH sulphates alcohol quality
7.4 0.7 0 1.9 0.076 11 34 0.9978 3.51 0.56 9.4 5
7.8 0.88 0 2.6 0.098 25 67 0.9968 3.2 0.68 9.8 5
7.8 0.76 0.04 2.3 0.092 15 54 0.997 3.26 0.65 9.8 5
11.2 0.28 0.56 1.9 0.075 17 60 0.998 3.16 0.58 9.8 6
7.4 0.7 0 1.9 0.076 11 34 0.9978 3.51 0.56 9.4 5
7.4 0.66 0 1.8 0.075 13 40 0.9978 3.51 0.56 9.4 5
7.9 0.6 0.06 1.6 0.069 15 59 0.9964 3.3 0.46 9.4 5
7.3 0.65 0 1.2 0.065 15 21 0.9946 3.39 0.47 10 7
7.8 0.58 0.02 2 0.073 9 18 0.9968 3.36 0.57 9.5 7
@jwalsh
jwalsh / banking.csv
Created October 30, 2018 14:28
We can't make this file beautiful and searchable because it's too large.
age,job,marital,education,default,housing,loan,contact,month,day_of_week,duration,campaign,pdays,previous,poutcome,emp_var_rate,cons_price_idx,cons_conf_idx,euribor3m,nr_employed,y
44,blue-collar,married,basic.4y,unknown,yes,no,cellular,aug,thu,210,1,999,0,nonexistent,1.4,93.444,-36.1,4.963,5228.1,0
53,technician,married,unknown,no,no,no,cellular,nov,fri,138,1,999,0,nonexistent,-0.1,93.2,-42,4.021,5195.8,0
28,management,single,university.degree,no,yes,no,cellular,jun,thu,339,3,6,2,success,-1.7,94.055,-39.8,0.729,4991.6,1
39,services,married,high.school,no,no,no,cellular,apr,fri,185,2,999,0,nonexistent,-1.8,93.075,-47.1,1.405,5099.1,0
55,retired,married,basic.4y,no,yes,no,cellular,aug,fri,137,1,3,1,success,-2.9,92.201,-31.4,0.869,5076.2,1
30,management,divorced,basic.4y,no,yes,no,cellular,jul,tue,68,8,999,0,nonexistent,1.4,93.918,-42.7,4.961,5228.1,0
37,blue-collar,married,basic.4y,no,yes,no,cellular,may,thu,204,1,999,0,nonexistent,-1.8,92.893,-46.2,1.327,5099.1,0
39,blue-collar,divorced,basic.9y,no,yes,no,cel
@jwalsh
jwalsh / abalone.csv
Created October 30, 2018 14:25
Sex Length Diam Height Whole Shucked Viscera Shell Rings
M 0.455 0.365 0.095 0.514 0.2245 0.101 0.15 15
M 0.35 0.265 0.09 0.2255 0.0995 0.0485 0.07 7
F 0.53 0.42 0.135 0.677 0.2565 0.1415 0.21 9
M 0.44 0.365 0.125 0.516 0.2155 0.114 0.155 10
I 0.33 0.255 0.08 0.205 0.0895 0.0395 0.055 7
I 0.425 0.3 0.095 0.3515 0.141 0.0775 0.12 8
F 0.53 0.415 0.15 0.7775 0.237 0.1415 0.33 20
F 0.545 0.425 0.125 0.768 0.294 0.1495 0.26 16
M 0.475 0.37 0.125 0.5095 0.2165 0.1125 0.165 9
@jwalsh
jwalsh / markov-resume.txt
Created October 29, 2018 14:55
On any given day i was responsible for perform code reviews.
Experience in developing a web product publisher to update existing products pages using advanced javascript and angularjs to successfully deliver to customers and to integrate documentation in the harbors.
Coordinated as head for the graduate level course mobile computing.
Computer graphics course projects d and graphic design of functional architecture by using etl.
Research existing web applications for internal users using angularjs concepts of components directives services promises templating scope dependency injection spring mvc hibernate for backend and jsp responses for interacting with the onboarding process of environment setup and maintenance.
Praised for passionate work ethic problem-solving skills and a premier google partner built to enable the running of more than million records of web sites ecom casual gaming site grab.
Established a product support team post launch that would periodically make updates and provide all the major bro
@jwalsh
jwalsh / unions.ts
Created January 4, 2018 21:52
let u1: number | string | boolean = 1;
console.log(u1);
let u2 = 1 | 2;
console.log(u2);
// The left-hand side of an arithmetic operation must be of type 'any', 'number' or an enum type.
// let u3 = 'A' | 'B';
interface A {
@jwalsh
jwalsh / jwt-token-timeout-minutes.js
Last active November 10, 2017 19:18
Math.floor(((function parseJwt(token) {
let base64Url = token.split('.')[1];
let base64 = base64Url.replace('-', '+').replace('_', '/');
return JSON.parse(window.atob(base64));
})(window.localStorage.getItem('access_token')).exp - new Date() / 1000) / 60)