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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 |
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from __future__ import print_function | |
import time | |
import sys | |
__author__ = "Henry Lin <hlin117@gmail.com>" | |
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. |
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import smtplib | |
from email.mime.text import MIMEText | |
import time | |
from time import strftime | |
import traceback | |
__author__ = "Henry Lin <hlin117@gmail.com>" | |
__version__ = "0.1" | |
class Notification(object): |
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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] |
We can make this file beautiful and searchable if this error is corrected: No commas found in this CSV file in line 0.
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"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" |
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" 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. |
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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. |
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#!/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) |