APIs lesson fixes - use_glove => use-glove, utilities

ravilkarimov · Mar 30, 2020 · 483c50b · 483c50b
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diff --git a/notebooks/03_APIs/pt-text-classification/README.md b/notebooks/03_APIs/pt-text-classification/README.md
@@ -17,7 +17,7 @@ python text_classification/utils.py
 ## Training
 ```bash
 python text_classification/train.py \
-    --data-url https://raw.githubusercontent.com/madewithml/lessons/master/data/news.csv --lower --shuffle --use_glove
+    --data-url https://raw.githubusercontent.com/madewithml/lessons/master/data/news.csv --lower --shuffle --use-glove
 ```
 
 ## Inference

diff --git a/notebooks/03_APIs/pt-text-classification/text_classification/utils.py b/notebooks/03_APIs/pt-text-classification/text_classification/utils.py
@@ -87,6 +87,6 @@ def make_embeddings_matrix(embeddings, token_to_index, embedding_dim):
     # Unzip and write embeddings (may take ~3-5 minutes)
     resp = urlopen('http://nlp.stanford.edu/data/glove.6B.zip')
     embeddings_dir = os.path.join(config.BASE_DIR, 'embeddings')
-    utilities.create_dirs(embeddings_dir)
+    create_dirs(embeddings_dir)
     with ZipFile(BytesIO(resp.read()), 'r') as zr:
         zr.extractall(embeddings_dir)