Changeset - 167aab0c3103
[Not reviewed]
default
0 1 0
Laman - 3 years ago 2022-09-28 22:55:21

configurable top k trigrams
1 file changed with 6 insertions and 5 deletions:
0 comments (0 inline, 0 general)
languedoc.py
Show inline comments
 
@@ -6,6 +6,7 @@ import itertools
 
random.seed(19181028)
 

	
 
TEST_LENS = [8, 16, 32, 64]
 
TOP_TRIGRAM_COUNT = 6000
 

	
 

	
 
def preprocess(text):
 
@@ -70,14 +71,14 @@ class Sample:
 
		use frequencies x order
 
		use letter, digrams, trigrams
 
		use absolute x square"""
 
		ordered_own_trigrams = sorted(self.frequencies[2].items(), key=lambda kv: -kv[1])[:400]
 
		ordered_other_trigrams = sorted(other.frequencies[2].items(), key=lambda kv: -kv[1])[:400]
 
		ordered_own_trigrams = sorted(self.frequencies[2].items(), key=lambda kv: -kv[1])[:TOP_TRIGRAM_COUNT]
 
		ordered_other_trigrams = sorted(other.frequencies[2].items(), key=lambda kv: -kv[1])[:TOP_TRIGRAM_COUNT]
 
		ranked_own_trigrams = dict(zip([key for (key, freq) in ordered_own_trigrams], itertools.count(0)))
 
		ranked_other_trigrams = dict(zip([key for (key, freq) in ordered_other_trigrams], itertools.count(0)))
 

	
 
		res = sum(abs(v-ranked_other_trigrams.get(k, 400)) for (k, v) in ranked_own_trigrams.items()) + \
 
					sum(abs(v-ranked_own_trigrams.get(k, 400)) for (k, v) in ranked_other_trigrams.items())
 
		print(">", self.language, res)
 
		res = sum(abs(v-ranked_other_trigrams.get(k, TOP_TRIGRAM_COUNT)) for (k, v) in ranked_own_trigrams.items()) + \
 
					sum(abs(v-ranked_own_trigrams.get(k, TOP_TRIGRAM_COUNT)) for (k, v) in ranked_other_trigrams.items())
 

	
 
		return res
 

	
 
	def print_overview(self):
0 comments (0 inline, 0 general)