Get_vectors() needs to be corrected

Course Q&A Natural Language Processing NLP with Probabilistic Models
1

Here is the corrected function:
def get_vectors(data, word2Ind, V, C):
i = C
while True:
y = np.zeros(V)
x = np.zeros(V)
center_word = data[i]
y[word2Ind[center_word]] = 1
context_words = data[(i - C) : i] + data[(i + 1) : (i + C + 1)]
num_ctx_words = len(context_words)
for idx, freq in pack_idx_with_frequency(context_words, word2Ind):
x[idx] = freq / num_ctx_words
yield x, y
i += 1
if i >= len(data) - C: # instead of i >= len(data)
print("i is being set to ", C)
i = C # C instead of 0

2

Hi Laurent_Mauuary,

A belated thank you for catching this error. I will inform people working on the backend.

Thanks again!