explosion/spaCy
1
1
Fork 0
mirror of https://github.com/explosion/spaCy.git synced 2024-09-21 11:29:13 +03:00
Code Issues Packages Projects Releases Wiki Activity

* Make Zipf regularization a bit more efficient

Browse Source
This commit is contained in:
Matthew Honnibal 2015-05-27 01:12:50 +02:00
parent 7fc24821bc
commit 4d37b66c55
1 changed files with 5 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

7
spacy/_ml.pyx
View File

@ -44,10 +44,13 @@ cdef class Model:
count_feats(counts[guess], feats, n_feats, -cost)
self._model.update(counts)
@cython.cdivision
@cython.boundscheck(False)
cdef int regularize(self, Feature* feats, int n, int a=3) except -1:
zipfs = numpy.random.zipf(a, n)
cdef int i
cdef long[:] zipfs = numpy.random.zipf(a, n)
for i in range(n):
feats[i].value *= 1.0 / zipfs[i]
feats[i].value *= 1 / zipfs[i]
def end_training(self):
self._model.end_training()