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codeboy101 / mvl.py
Last active January 14, 2017 12:13
import numpy as np
import pandas as pd
df = pd.read_csv('m_dataset.txt', header=None, names=['size', 'age', 'price'])
df = (df - df.mean()) / df.std()
df.insert(0, 'Ones', 1)
cols = df.shape[1]
X = np.matrix(df.iloc[:, 0:cols-1].values)
@codeboy101
codeboy101 / ml2.py
Last active January 11, 2017 10:11
import numpy as np
import pandas as pd
df = pd.read_csv('dataset.txt', header=None)
df.columns = ['size', 'price']
length = len(df['size'])
for i in df.columns:
df[i] = df[i] / max(df[i])
def linear_regression(theta_0, theta_1, dataset):
package com.company;
import javax.script.ScriptEngineManager;
import javax.script.ScriptEngine;
public class Main {
public static void main(String[] args) {
String words = "24.2 + 2 - 1 * 10";
words = words.replaceAll(" ","");
import urllib.request
import pandas as pd
from sklearn import svm
def get_data():
page = urllib.request.urlopen("http://archive.ics.uci.edu/ml/machine-learning-databases/car/car.data")
data = page.read().decode("utf8")
data_list = data.split("\n")
data_file = open("car.txt","w")
import pandas as pd
from sklearn import svm
path = "C:/Users/codeboy101/Documents/Python Scripts/salary.txt" # set datafile path
columns = ["age","workclass","fnlwgt","education","education-num","marital-status","occupation","relationship",
"race","sex","capital-gain","capital-loss","hours-per-week","native-country","salary"] # custom column names
get_data = pd.read_csv(path)
df = pd.DataFrame(get_data) # load up dataframe
def makePretty(number):
length = len(number) % 3
num_list = [i for i in number]
if length == 0:
get_num_list = execOp(2,3,num_list)
elif length == 1:
num_list.insert(1,",")
rem_num_list = num_list[2:]
from django.db import models
from django.utils import timezone
from datetime import date
from django.contrib.auth.models import User
class Story(models.Model):
title = models.CharField(max_length=75)
body = models.TextField()
author = models.CharField(default="",max_length=75)
pub_date = models.DateTimeField(default=timezone.now)
#models.py
from django.db import models
from django.contrib.auth.models import User
class Story(models.Model):
title = models.CharField(max_length=75)
body = models.TextField()
def __str__(self):
return self.title
from django.db import models
class Story(models.Model):
title = models.CharField(max_length=75)
body = models.TextField()
rating = models.IntegerField(default=0)
def __str__(self):
return self.title
# frontPage view at last
def login(request):
form = LoginForm()
if request.method == "POST":
form = LoginForm(request.POST)
if form.is_valid():
input_username = form.cleaned_data["username"]
input_pass = form.cleaned_data["password"]
try:
user = authenticate(username=input_username,password=input_pass)