This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import os | |
from keras import backend as K | |
from keras import callbacks | |
from keras import layers | |
from keras import models | |
from keras.wrappers.scikit_learn import KerasClassifier | |
import pandas as pd | |
import tensorflow as tf | |
from sklearn import metrics |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#Create a Method to handle the Non Ascii to Ascii conversion | |
def nonasciitoascii(unicodestring): | |
return unicodestring.encode("ascii","ignore") | |
#Create a Sample Dataframe | |
from pyspark.sql.window import Window | |
from pyspark.sql.functions import count, col | |
from pyspark.sql import Row | |
d=[ Row(coltype='regular', value="Happy Coding"), | |
Row(coltype='non ascii', value="hello aåbäcö"), |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
@startuml | |
' uncomment the line below if you're using computer with a retina display | |
' skinparam dpi 300 | |
!define Table(name,desc) class name as "desc" << (T,#FFAAAA) >> | |
' we use bold for primary key | |
' green color for unique | |
' and underscore for not_null | |
!define primary_key(x) <b>x</b> | |
!define unique(x) <color:green>x</color> | |
!define not_null(x) <u>x</u> |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# Author: Kyle Kastner | |
# License: BSD 3-Clause | |
# Implementing http://mnemstudio.org/path-finding-q-learning-tutorial.htm | |
# Q-learning formula from http://sarvagyavaish.github.io/FlappyBirdRL/ | |
# Visualization based on code from Gael Varoquaux [email protected] | |
# http://scikit-learn.org/stable/auto_examples/applications/plot_stock_market.html | |
import numpy as np | |
import matplotlib.pyplot as plt | |
from matplotlib.collections import LineCollection |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#!flask/bin/python | |
from flask import Flask, jsonify, abort, request, make_response, url_for | |
from flask_httpauth import HTTPBasicAuth | |
app = Flask(__name__, static_url_path = "") | |
auth = HTTPBasicAuth() | |
@auth.get_password | |
def get_password(username): | |
if username == 'miguel': |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
#!/bin/bash | |
#------------------------------------------------------------------------------ | |
# Name: sbtmkdirs | |
# Version: 1.5 | |
# Purpose: Create an SBT project directory structure with a few simple options. | |
# Author: Alvin Alexander, http://alvinalexander.com | |
# License: Creative Commons Attribution-ShareAlike 2.5 Generic | |
# http://creativecommons.org/licenses/by-sa/2.5/ | |
#------------------------------------------------------------------------------ |