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""" | |
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy) | |
BSD License | |
""" | |
import numpy as np | |
# data I/O | |
data = open('input.txt', 'r').read() # should be simple plain text file | |
chars = list(set(data)) | |
data_size, vocab_size = len(data), len(chars) |
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def openfile_dialog(): | |
from PyQt4 import QtGui | |
app = QtGui.QApplication([dir]) | |
fname = QtGui.QFileDialog.getOpenFileName(None, "Select a file...", '.', filter="All files (*)") | |
return str(fname) |
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import aiohttp | |
import asyncio | |
async def get_body(url): | |
response = await aiohttp.request('GET', url) | |
raw_html = await response.read() | |
return raw_html | |
async def main(): | |
# run them sequentially (but the loop can do other stuff in the meanwhile) |
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from System.Dynamic import DynamicObject as _do | |
from System import Func, Array, Object | |
from System.Runtime.CompilerServices import CallSite | |
from Microsoft.CSharp.RuntimeBinder import ( | |
Binder, CSharpBinderFlags, CSharpArgumentInfoFlags, | |
RuntimeBinderException, CSharpArgumentInfo | |
) | |
class _Injected: |
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import numpy as np | |
import pylab as pl | |
from numpy import fft | |
def fourierExtrapolation(x, n_predict): | |
n = x.size | |
n_harm = 10 # number of harmonics in model | |
t = np.arange(0, n) | |
p = np.polyfit(t, x, 1) # find linear trend in x | |
x_notrend = x - p[0] * t # detrended x |
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import os | |
from IPython.qt.console.rich_ipython_widget import RichIPythonWidget | |
from IPython.qt.manager import QtKernelManager | |
from IPython.qt.inprocess import QtInProcessKernelManager | |
from IPython.kernel.zmq.ipkernel import Kernel | |
from IPython.kernel.inprocess.ipkernel import InProcessKernel | |
from IPython.lib import guisupport | |
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import re | |
replacements = dict( | |
Times="Mul", | |
Plus="Add", | |
Power="Pow", | |
) | |
def parse_full_form(wmexpr): | |
out = [] |
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""" | |
Add copy to clipboard from IPython! | |
To install, just copy it to your profile/startup directory, typically: | |
~/.ipython/profile_default/startup/ | |
Example usage: | |
%clip hello world | |
# will store "hello world" |