oiehot

'''
Tensorflow 심층신경망(DNN)을 이용하여 꽃 분류하기 (Classification)

순서:
1. CSV로 부터 Iris 훈련/시험 데이터를 읽는다.
2. 분류하는 신경망을 만든다.
3. 데이터를 통한 훈련.
4. 새로운 샘플을 통해 판별하기.

	SL		SW		PL		PW		species

oiehot

import numpy as np
import tensorflow as tf

# 커스텀 Estimator 모델(func)
def model_fn(features, labels, mode):
	W = tf.get_variable('W', [1], dtype=tf.float64) # tf.get_variable(): Gets an existing variable with parameter or create a new one.
	b = tf.get_variable('b', [1], dtype=tf.float64)
	y = W * features['x'] + b
	
	# loss(오차) 서브 그래프

oiehot

import numpy as np
import tensorflow as tf

x = tf.feature_column.numeric_column('x', shape=[1]) # 랭크 1 텐서, 1차원 배열
feature_columns = [x]

# LinearRegressor < tf.estimator.Estimator
estimator = tf.estimator.LinearRegressor(feature_columns=feature_columns)

# 데이터 세트

oiehot

import random
import tensorflow as tf

# tf.constant

sess = tf.Session()
node1 = tf.constant(3.0, dtype=tf.float32) # 상수 노드
node2 = tf.constant(4.0)
node3 = tf.add(node1, node2) # 합 노드

oiehot

import sys
import peewee as pw # http://peewee.readthedocs.io/en/latest/peewee/api.html

# CONNECT
try:
	db = pw.MySQLDatabase("database_name", host="192.168.0.10", port=3306, user="oiehot", passwd="1234")
	db.connect()
except:
	print('DB 접속 실패')
	sys.exit()

oiehot

from selenium import webdriver

class Article():
	def __init__(self, id, title, author, date, view_count=0, like_count=0, contents=''):
		self.id = id
		self.title = title
		self.author = author
		self.date = date
		self.view_count = view_count
		self.like_count = like_count

oiehot

import json
import threading
import datetime
import re
import sqlite3
import requests
import log
from urllib.parse import urljoin, urlparse
from bs4 import BeautifulSoup
from telegram.bot import Bot

oiehot

import threading
import telepot
import sqlite3
import log

SETTINGS_TABLE = 'settings'
SUBSCRIBER_TABLE = 'subscriber'
LAST_UPDATE_ID = 'last_update_id'
UPDATE_INTERVAL_SEC = 5

oiehot

SPRITE_MARGIN = 2

function rect_str(r) {
  return "x: " + r.x + ", y: " + r.y + ", w: " + r.w + ", h: " + r.h
}

function rects_str(rects) {
  str = ""
  for(var i=0; i<rects.length; i++) {
    str += "["+i+"]" + rect_str(rects[i]) + "\n"

oiehot

import comtypes.client
app = comtypes.client.CreateObject('Photoshop.Application.60') # CS6

def paste_in_place():
    # var idpast = charIDToTypeID( "past" );
    idpast = app.CharIDToTypeID('past')
    # var desc862 = new ActionDescriptor();
    desc862 = comtypes.client.CreateObject('Photoshop.ActionDescriptor.60')
    # var idinPlace = stringIDToTypeID( "inPlace" );
    idinPlace = app.StringIDToTypeID('inPlace')