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Supervised Word Mover’s Distance(sWMD) in python
Hi Boyuan,
I'm quite a lot impressed by your Python codebase of S-WMD [Supervised Word Mover's Distance, NIPS 2016]. However when I was following your instruction and trying to run "python swmd.py", I got into this error:
$ python swmd.py
Dataset: bbcsport split: 1 Iteration: 1
Traceback (most recent call last):
File "swmd.py", line 108, in <module>
[dw, dA] = f.grad_swmd(xtr,ytr,BOW_xtr,indices_tr,xtr_center,w,A,lambdA,batch,rangE)
File "functions.pyx", line 235, in functions.grad_swmd
dw_ii[idx_i] = dw_ii[idx_i] + cij*dwmd_dwi
ValueError: shape mismatch: value array of shape (77,77) could not be broadcast to indexing result of shape (77,)
So I wonder am I missing something? Thanks a lot in advance. :)
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