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Fix formatting and docstrings and remove deprecated function
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@ -177,10 +177,13 @@ def get_async(stream, numpy_array):
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def itershuffle(iterable, bufsize=1000):
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"""Shuffle an iterator. This works by holding `bufsize` items back
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and yielding them sometime later. Obviously, this is not unbiased --
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and yielding them sometime later. Obviously, this is not unbiased –
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but should be good enough for batching. Larger bufsize means less bias.
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From https://gist.github.com/andres-erbsen/1307752
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iterable (iterable): Iterator to shuffle.
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bufsize (int): Items to hold back.
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YIELDS (iterable): The shuffled iterator.
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"""
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iterable = iter(iterable)
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buf = []
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@ -315,17 +318,16 @@ def normalize_slice(length, start, stop, step=None):
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def compounding(start, stop, compound):
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'''Yield an infinite series of compounding values. Each time the
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"""Yield an infinite series of compounding values. Each time the
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generator is called, a value is produced by multiplying the previous
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value by the compound rate.
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EXAMPLE
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EXAMPLE:
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>>> sizes = compounding(1., 10., 1.5)
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>>> assert next(sizes) == 1.
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>>> assert next(sizes) == 1 * 1.5
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>>> assert next(sizes) == 1.5 * 1.5
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'''
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"""
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def clip(value):
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return max(value, stop) if (start>stop) else min(value, stop)
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curr = float(start)
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@ -335,7 +337,7 @@ def compounding(start, stop, compound):
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def decaying(start, stop, decay):
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'''Yield an infinite series of linearly decaying values.'''
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"""Yield an infinite series of linearly decaying values."""
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def clip(value):
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return max(value, stop) if (start>stop) else min(value, stop)
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nr_upd = 1.
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@ -344,12 +346,6 @@ def decaying(start, stop, decay):
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nr_upd += 1
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def check_renamed_kwargs(renamed, kwargs):
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for old, new in renamed.items():
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if old in kwargs:
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raise TypeError("Keyword argument %s now renamed to %s" % (old, new))
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def read_json(location):
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"""Open and load JSON from file.
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@ -53,8 +53,6 @@ cdef class Vocab:
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vice versa.
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RETURNS (Vocab): The newly constructed vocab object.
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"""
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util.check_renamed_kwargs({'get_lex_attr': 'lex_attr_getters'}, deprecated_kwargs)
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lex_attr_getters = lex_attr_getters if lex_attr_getters is not None else {}
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tag_map = tag_map if tag_map is not None else {}
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if lemmatizer in (None, True, False):
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