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Adding small numbers to feature counter #30

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Merged
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May 8, 2021
Merged

Adding small numbers to feature counter #30

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2 changes: 1 addition & 1 deletion Ch4/03_Word2Vec_Example.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -210,7 +210,7 @@
" feats = []\n",
" for tokens in list_of_lists:\n",
" feat_for_this = np.zeros(DIMENSION)\n",
" count_for_this = 0\n",
" count_for_this = 0 + 1e-5 # to avoid divide-by-zero \n",
" for token in tokens:\n",
" if token in w2v_model:\n",
" feat_for_this += w2v_model[token]\n",
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