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thepolymerguy
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d3df528
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5bdbc1f
Update tridentmodel.py
Browse files- tridentmodel.py +2 -2
tridentmodel.py
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@@ -13,7 +13,7 @@ Authors: Egheosa Ogbomo & Amran Mohammed (The Polymer Guys)
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Description: This script combines three ML-based models to identify whether an input text is related to green plastics or not.
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"""
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pip install transformers
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########## IMPORTING REQUIRED PYTHON PACKAGES ##########
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import pandas as pd
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@@ -228,7 +228,7 @@ def broad_scope_class_predictor(class_embeddings, abstract_embedding, N=5, Sensi
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########## LOADING PRE-COMPUTED EMBEDDINGS ##########
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class_embeddings = pd.read_csv('
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abstract = """
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Described herein are strength characteristics and biodegradation of articles produced using one or more “green” sustainable polymers and one or more carbohydrate-based polymers. A compatibilizer can optionally be included in the article. In some cases, the article can include a film, a bag, a bottle, a cap or lid therefore, a sheet, a box or other container, a plate, a cup, utensils, or the like.
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Description: This script combines three ML-based models to identify whether an input text is related to green plastics or not.
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"""
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#pip install transformers
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########## IMPORTING REQUIRED PYTHON PACKAGES ##########
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import pandas as pd
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########## LOADING PRE-COMPUTED EMBEDDINGS ##########
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class_embeddings = pd.read_csv('Embeddings/MainClassEmbeddings.csv')
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abstract = """
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Described herein are strength characteristics and biodegradation of articles produced using one or more “green” sustainable polymers and one or more carbohydrate-based polymers. A compatibilizer can optionally be included in the article. In some cases, the article can include a film, a bag, a bottle, a cap or lid therefore, a sheet, a box or other container, a plate, a cup, utensils, or the like.
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