hlin117

from sklearn.preprocessing import LabelEncoder
from sklearn.utils.validation import check_random_state, check_X_y, check_array
import numpy as np
import theano.tensor as T
import theano

class LogisticRegression(object):

    floatX = theano.config.floatX

hlin117

from __future__ import print_function
import time
import sys

__author__ = "Henry Lin <[email protected]>"

class Timer(object):
    """Implements a timer which clocks the amount of time it takes for
    a piece of code to run. It wraps a "context", which makes timing
    the code unobtrusive.

hlin117

import smtplib
from email.mime.text import MIMEText
import time
from time import strftime
import traceback

__author__ = "Henry Lin <[email protected]>"
__version__ = "0.1"

class Notification(object):

hlin117

from time import time
import numpy as np
from sklearn import svm

print("Starting the timer")
start = time()
xx, yy = np.meshgrid(np.linspace(-5, 5, 500), np.linspace(-5, 5, 500))
# Generate train data
X = 0.3 * np.random.randn(100000, 2)
X_train = np.r_[X + 2, X - 2]

hlin117

"Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width" "Species"
"1" 1 3 1 1 "setosa"
"2" 1 2 1 1 "setosa"
"3" 1 2 1 1 "setosa"
"4" 1 2 1 1 "setosa"
"5" 1 3 1 1 "setosa"
"6" 1 3 1 1 "setosa"
"7" 1 3 1 1 "setosa"
"8" 1 3 1 1 "setosa"
"9" 1 1 1 1 "setosa"

hlin117

" Author: Henry Lin
" 
" Here are some helpful vim settings that vim may not have on by default.
" To toggle any of these settings off, simply append a " character to the
" front of the line
"
" If there's ever a setting you think this file does not have, then
" look it up! There is plenty of documentation online to help you 
" customize your vim. In particular, this .vimrc does not mention
" much about key remapping, which may be of interest to some of you.

hlin117

CC="gcc -Iproto -DHAVE_CONFIG_H   -DMACOS_X_UNIX -no-cpp-precomp     " srcdir=. sh ./osdef.sh
gcc -c -I. -Iproto -DHAVE_CONFIG_H   -DMACOS_X_UNIX -no-cpp-precomp  -O6       -o objects/buffer.o buffer.c
warning: optimization level '-O6' is unsupported; using '-O3' instead
1 warning generated.
gcc -c -I. -Iproto -DHAVE_CONFIG_H   -DMACOS_X_UNIX -no-cpp-precomp  -O6       -o objects/blowfish.o blowfish.c
warning: optimization level '-O6' is unsupported; using '-O3' instead
1 warning generated.
gcc -c -I. -Iproto -DHAVE_CONFIG_H   -DMACOS_X_UNIX -no-cpp-precomp  -O6       -o objects/charset.o charset.c
warning: optimization level '-O6' is unsupported; using '-O3' instead
1 warning generated.

hlin117

#!/usr/bin/python
import os

for file in os.listdir("."):
	if file.endswith("wma"):
		name = file[:-4]
		command  = "ffmpeg -i '{0}.wma' '{0}.mp3' -y".format(name)
		os.system(command)