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santhalakshminarayana/Quotes_TSNE.py

Created January 6, 2020 07:20
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Quotes TSNE - Medium
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Quotes_TSNE.py
tsne = TSNE(n_components=2, perplexity=40, n_iter=300,metric='cosine')
n_points = 100
emb_tsne = tsne.fit_transform(emb[:n_points, :])
labels = list(word_to_int.keys())[:n_points]
x = emb_tsne[:,0]
y = emb_tsne[:,1]
plt.figure(figsize=(16, 16))
for i in range(n_points):
plt.scatter(x[i],y[i])
plt.annotate(labels[i], xy=(x[i], y[i]), xytext=(5, 2),
textcoords='offset points', ha='right', va='bottom')
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