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View digits_classifier.py
from sklearn.neighbors import KNeighborsClassifier
from sklearn.metrics import confusion_matrix
clf = KNeighborsClassifier(n_neighbors=13)
clf.fit(X_train, y_train)
print "done"
print "="*20
print clf
print "Confusion Matrix"
View digits_deploy.py
from yhat import BaseModel, Yhat
class DigitModel(BaseModel):
def require(self):
from PIL import Image
from StringIO import StringIO
import base64
View node_digit_dependencies.js
var express = require('express')
, routes = require('./routes')
, http = require('http')
, path = require('path')
, fs = require('fs')
, uuid = require('uuid')
, yhat = require('yhat');
var app = express();
var yh = yhat.init("your username", "your apikey");
View vm.py
class VM(object):
def __init__(self, uuid, name, status):
self.uuid = uuid
self.name = name
self.status = status
def __repr__(self):
return '%s - %s (%s)' % (self.uuid, self.name, self.status)
def export(self, directory_name=None):
@marcelcaraciolo
marcelcaraciolo / example.py
Last active Aug 29, 2015
example command
View example.py
def can_pipe(command, fastq_file):
'''
bwa-mem handles longer (> 70bp) reads with improved piping.
Randomly samples 5000 reads from the first two million.
Default to no piping if more than 75% of the sampled reads are small.
'''
min_size = 70
thresh = 0.75
head_count = 8000000
tocheck = 5000
@marcelcaraciolo
marcelcaraciolo / admin.py
Created Feb 25, 2015
Simple admin example
View admin.py
# -*- coding: utf-8 -*-
import xlwt
from django.contrib import admin
from django.http import HttpResponse
from models import (PaymentForm, Order, OrderItem,
Discount, Affiliate)
from forms import DiscountForm
View gist:560831
for monitoramento in monitor_videos.find():
termos = {}
for video in monitoramento['value']['videos']:
x = db.youtube_history.find({'cod_video': video, 'date_year': final_date.year, 'date_hour': final_date.hour,
'date_month': final_date.month, 'date_day': final_date.day,
'classificacao': True})
for historico in x:
for termo in historico['terms']:
termos.setdefault(termo,0)
termos[termo] += historico['view_count']
View luciana_love_poem.py
if you in (depressed, sadness, resignation):
print 'me, my sweetheart'
if feel(you) is 'lonely' or feel(you) is 'neglected':
talk_me(this)
while always:
I.take_care(you)
if you.love() is not me:
# I will follow in the madness
# I will
break # down...
View prova_desenvolvedor_orygens.py
import unittest
from datetime import date, timedelta
'''
Vaga para Desenvolvedor Web na empresa Orygens
Script inspirado http://github.com/praekelt/careers/raw/master/software_engineer.py
'''
View example1.py
from pyroc import *
random_sample = random_mixture_Model() # Generate a custom set randomly
print random_sample
[(1, 0.53543926503331496), (1, 0.50937533997469853), (1, 0.58701681878005862), (1, 0.57043399840000497),
(1, 0.56229469766270523), (1, 0.6323079028948545), (1, 0.72283523937059946), (1, 0.55079104791257383),
(1, 0.59841921172330748), (1, 0.63361144887035825)]
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