From 5c351967ab6f14c55e5cdf4a0c988c24b8539e1b Mon Sep 17 00:00:00 2001 From: Shawn Tan Date: Wed, 3 Jul 2013 07:35:10 +0000 Subject: [PATCH] Modified. --- .gitignore | 3 + crf.py | 11 +- model.pickle | Bin 33735 -> 0 bytes train.data | 800 --------------------------------------------------- 4 files changed, 10 insertions(+), 804 deletions(-) delete mode 100644 model.pickle delete mode 100644 train.data diff --git a/.gitignore b/.gitignore index 97c1e55..7b71b1f 100644 --- a/.gitignore +++ b/.gitignore @@ -34,3 +34,6 @@ nosetests.xml .mr.developer.cfg .project .pydevproject + +*.data +*.pickle diff --git a/crf.py b/crf.py index c312a7c..272e7e2 100644 --- a/crf.py +++ b/crf.py @@ -26,10 +26,13 @@ def __init__(self,feature_functions,labels,sigma=10,transition_feature=True): self.theta = np.random.randn(len(self.ft_fun)) self.label_id = { l:i for i,l in enumerate(self.labels) } - v = sigma ** 2 - v2 = v * 2 - self.regulariser = lambda w: np.sum(w ** 2) / v2 - self.regulariser_deriv = lambda w:np.sum(w) / v + self.v = sigma ** 2 + self.v2 = self.v * 2 + + def regulariser(self,w): + return np.sum(w ** 2) /self.v2 + def regulariser_deriv(self,w): + return np.sum(w) / self.v def all_features(self,x_vec): """ diff --git a/model.pickle b/model.pickle deleted file mode 100644 index 2a2c9d1eba211f0f22864b4215b10b4c8bc83b4a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 33735 zcma)l2YgfI_kNo+>0pDPOa%cMvIRlW7EnN|Ab~6Mf@yNwq|N9(N!kXvZi)-HxWR=R z6hU!8s^C^!h#)v{0)iq#5D@;)IqzkBn|%JCpL~4soO9m$+~nSK-<|XtM>n63N()AK zMi!V^Q8U{z9o;l{X?#X$B4RpqGp8F0grW(5WzbgG!_}l?Fp0R`kV#Q5=$AU(;J*%!pMOs!V}d;ENd51-_`? zC@>pzD|X{wPVsoHXqGc8o|QGrk#&7`Rz+484bGaCoi!^btHL4Nk%a=S%d@ktM8gDinQ=DC#HOFkEIYUOoY^=FL(Q1RtCbeeMZki)mX*ScclV)?x zSu>-`Y@uZb&67~HBxJVKvSVhexOuYHtxq5tHu@w=5|MbK55LJimC1M@8tH`#+2`nW z=v|pKPtlxw6|TIOk*bL3c$+0i#+ zMoA(ViU%VzW)#GXc!AkTH&2I3l+4b!u3bE4*IM%o-Rx$W-Q%8a0bKhY0lwlrJ^cdt z-2w#x2nV2hrpN4MnY{xY15oJGP0I^=%OXZR=rj9jIk8X`nf)|((g@+>oBcHxdHunt 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