sahandv / science_science Public

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A framework to analyze, visualize abd predict scientific trends

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Name		Name	Last commit message	Last commit date
Latest commit History 613 Commits
BERT		BERT
BERT_weights		BERT_weights
Combined Embedding		Combined Embedding
DEC		DEC
Drafts		Drafts
Graph Embedding		Graph Embedding
Preprocess		Preprocess
Visualize		Visualize
data		data
models		models
sciosci		sciosci
.gitignore		.gitignore
BERT_embedding.ipynb		BERT_embedding.ipynb
Cluster Quality Check -- draft.py		Cluster Quality Check -- draft.py
Cluster Quality Check.ipynb		Cluster Quality Check.ipynb
Copy of Predicting Movie Reviews with BERT on TF Hub.ipynb		Copy of Predicting Movie Reviews with BERT on TF Hub.ipynb
DEC_weightsAE_model_plot.png		DEC_weightsAE_model_plot.png
Doc2Vec.py		Doc2Vec.py
Elmo_contextual_embeddings.ipynb		Elmo_contextual_embeddings.ipynb
FastText_clustering.ipynb		FastText_clustering.ipynb
FastText_embedding-Copy1.ipynb		FastText_embedding-Copy1.ipynb
FastText_embedding.ipynb		FastText_embedding.ipynb
FastText_embedding_benchmark.ipynb		FastText_embedding_benchmark.ipynb
IMPORTANT README		IMPORTANT README
LICENSE		LICENSE
README.md		README.md
_config.yml		_config.yml
classification_benchmark.py		classification_benchmark.py
cluster_labeling_tf_icf.ipynb		cluster_labeling_tf_icf.ipynb
clustering-drafts.py		clustering-drafts.py
clustering_benchmark.ipynb		clustering_benchmark.ipynb
clustering_benchmark.py		clustering_benchmark.py
clustering_benchmark_single-instance.py		clustering_benchmark_single-instance.py
dummy keras problem 1.py		dummy keras problem 1.py
dummy keras problem 2.py		dummy keras problem 2.py
dummy keras problem 3.py		dummy keras problem 3.py
fine_tuning_bert.ipynb		fine_tuning_bert.ipynb
multi-classification-task-using-keras-bert.ipynb		multi-classification-task-using-keras-bert.ipynb
ontology.py		ontology.py
requirements (colab).txt		requirements (colab).txt
requirements.txt		requirements.txt
temp-plot.html		temp-plot.html
tokenization.py		tokenization.py
tree.dot		tree.dot