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author | Victor Chahuneau <vchahune@cs.cmu.edu> | 2013-08-26 20:12:32 -0400 |
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committer | Victor Chahuneau <vchahune@cs.cmu.edu> | 2013-08-26 20:12:32 -0400 |
commit | ca9b58716214148eeaeaa3076e1a1dc8f8bb5892 (patch) | |
tree | bfa2fd84c86e0fdd499110e86fd464b391379df1 /python/pkg/cdec/sa/features.py | |
parent | 9d5071692ceab8d09c2bfdba24f6b927ec84b7f9 (diff) |
Improve the package structure of pycdec
This change should not break anything, but now you can run:
python setup.py build_ext --inplace
and use the cleaner:
PYTHONPATH=/path/to/cdec/python python -m ...
Diffstat (limited to 'python/pkg/cdec/sa/features.py')
-rw-r--r-- | python/pkg/cdec/sa/features.py | 142 |
1 files changed, 0 insertions, 142 deletions
diff --git a/python/pkg/cdec/sa/features.py b/python/pkg/cdec/sa/features.py deleted file mode 100644 index c8fc1cca..00000000 --- a/python/pkg/cdec/sa/features.py +++ /dev/null @@ -1,142 +0,0 @@ -from __future__ import division -import math - -from cdec.sa import isvar - -MAXSCORE = 99 - -def EgivenF(ctx): # p(e|f) = c(e, f)/c(f) - if not ctx.online: - prob = ctx.paircount/ctx.fcount - else: - prob = (ctx.paircount + ctx.online.paircount) / (ctx.fcount + ctx.online.fcount) - return -math.log10(prob) - -def CountEF(ctx): # c(e, f) - if not ctx.online: - count = 1 + ctx.paircount - else: - count = 1 + ctx.paircount + ctx.online.paircount - return math.log10(count) - -def SampleCountF(ctx): # sample c(f) - if not ctx.online: - count = 1 + ctx.fsample_count - else: - count = 1 + ctx.fsample_count + ctx.online.fsample_count - return math.log10(count) - -def EgivenFCoherent(ctx): # c(e, f) / sample c(f) - if not ctx.online: - prob = ctx.paircount/ctx.fsample_count - else: - prob = (ctx.paircount + ctx.online.paircount) / (ctx.fsample_count + ctx.online.fsample_count) - return -math.log10(prob) if prob > 0 else MAXSCORE - -def CoherenceProb(ctx): # c(f) / sample c(f) - if not ctx.online: - prob = ctx.fcount/ctx.fsample_count - else: - prob = (ctx.fcount + ctx.online.fcount) / (ctx.fsample_count + ctx.online.fsample_count) - return -math.log10(prob) - -def MaxLexEgivenF(ttable): - def MaxLexEgivenF(ctx): - fwords = ctx.fphrase.words - fwords.append('NULL') - # Always use this for now - if not ctx.online or ctx.online: - maxOffScore = 0.0 - for e in ctx.ephrase.words: - maxScore = max(ttable.get_score(f, e, 0) for f in fwords) - maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return maxOffScore - else: - # For now, straight average - maxOffScore = 0.0 - maxOnScore = 0.0 - for e in ctx.ephrase.words: - maxScore = max(ttable.get_score(f, e, 0) for f in fwords) - maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - for e in ctx.ephrase: - if not isvar(e): - maxScore = 0.0 - for f in ctx.fphrase: - if not isvar(f): - b_f = ctx.online.bilex_f.get(f, 0) - if b_f: - maxScore = max(maxScore, ctx.online.bilex_fe.get(f, {}).get(e)) - maxOnScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return (maxOffScore + maxOnScore) / 2 - return MaxLexEgivenF - -def MaxLexFgivenE(ttable): - def MaxLexFgivenE(ctx): - ewords = ctx.ephrase.words - ewords.append('NULL') - # Always use this for now - if not ctx.online or ctx.online: - maxOffScore = 0.0 - for f in ctx.fphrase.words: - maxScore = max(ttable.get_score(f, e, 1) for e in ewords) - maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return maxOffScore - else: - # For now, straight average - maxOffScore = 0.0 - maxOnScore = 0.0 - for f in ctx.fphrase.words: - maxScore = max(ttable.get_score(f, e, 1) for e in ewords) - maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - for f in ctx.fphrase: - if not isvar(f): - maxScore = 0.0 - for e in ctx.ephrase: - if not isvar(e): - b_e = ctx.online.bilex_e.get(e, 0) - if b_e: - maxScore = max(maxScore, ctx.online.bilex_fe.get(f, {}).get(e, 0) / b_e ) - maxOnScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE - return (maxOffScore + maxOnScore) / 2 - return MaxLexFgivenE - -def IsSingletonF(ctx): - if not ctx.online: - count = ctx.fcount - else: - count = ctx.fcount + ctx.online.fcount - return math.fabs(count - 1) < 1e-6 - -def IsSingletonFE(ctx): - if not ctx.online: - count = ctx.paircount - else: - count = ctx.paircount + ctx.online.paircount - return (count == 1) - -def IsNotSingletonF(ctx): - if not ctx.online: - count = ctx.fcount - else: - count = ctx.fcount + ctx.online.fcount - return (count > 1) - -def IsNotSingletonFE(ctx): - if not ctx.online: - count = ctx.paircount - else: - count = ctx.paircount + ctx.online.paircount - return (ctx.paircount > 1) - -def IsFEGreaterThanZero(ctx): - if not ctx.online: - count = ctx.paircount - else: - count = ctx.paircount + ctx.online.paircount - return (ctx.paircount > 0.01) - -def IsSupportedOnline(ctx): # Occurs in online data? - if ctx.online: - return (ctx.online.paircount > 0.01) - else: - return False |