mjwillson

#!/usr/bin/env ruby

require 'optparse'

OPTIONS = {}
PARSER = OptionParser.new do |opts|
  opts.banner = "Usage: #{$0} [OPTIONS] INPUT_FILE [HOTKEY OUTPUT_FILE]..."
  opts.separator(<<END

#{$0} -- ultra-basic console-based multiclass text annotation tool

mjwillson

from numpy.lib.stride_tricks import as_strided
def ngrams_via_striding(array, order):
    itemsize = array.itemsize
    assert array.strides == (itemsize,)
    return as_strided(array, (max(array.size + 1 - order, 0), order), (itemsize, itemsize))

In [71]: a = numpy.arange(10)

In [72]: ngrams_via_striding(a, 4)
Out[72]: 

mjwillson

class iterable(object):
    """Decorates a generator function (or any other iterator-returning
    function) as something which implements the iterable protocol and
    can be safely passed to other code which may iterate over it
    multiple times.

    Usage:

    @iterable
    def foo():

mjwillson

import theano.tensor as T
import theano
import numpy as np
import gc

def freemem():
    gc.collect()
    gc.collect()
    gc.collect()
    return theano.sandbox.cuda.cuda_ndarray.cuda_ndarray.mem_info()[0] / 1024**2