├── .gitignore ├── LICENSE ├── README.md ├── Solutions ├── Unit 01 - Basic Text Processing - Solutions.ipynb ├── Unit 02 - Text Wrangling - Solutions.ipynb ├── Unit 03 - Project 1 - Duplicate Character Remover - Solutions.ipynb ├── Unit 04 - Project 2 - Spell Check and Correction - Solutions.ipynb ├── Unit 05 - Project 3 - Text Pre-processor - Solutions.ipynb ├── Unit 06 - 6A - Parts of Speech Tagging - Solutions.ipynb ├── Unit 06 - 6B - Project 4 - Text Parsing - Shallow Parsing - Solutions.ipynb ├── Unit 07 - Project 5 - Building POS Taggers - Solutions.ipynb ├── Unit 08 - Project 6 - Building NER Taggers - Solutions.ipynb ├── Unit 10 - Project 8 - Movie Recommender - Solutions.ipynb ├── Unit 12 - Project 11 - Sentiment Analysis - Advanced Deep Learning - CNNs.ipynb ├── Unit 13 - Project 10- Document Clustering.ipynb ├── banner.jpeg ├── big.txt ├── cnn.png ├── desktop.ini ├── movie_hierachical_clusters.png └── tmdb_5000_movies.csv.gz ├── Unit 01 - Introduction to NLP └── 1 - Basic Text Processing.ipynb ├── Unit 02 - Text Pre-processing and Wrangling ├── 2 - Text Wrangling.ipynb ├── contractions_list.py └── pg8001.html ├── Unit 03 - Project 1 - Duplicate Character Removal Module └── 3 - Project 1 - Duplicate Character Remover.ipynb ├── Unit 04 - Project 2 - Spell Check and Correction Module ├── 4 - Project 2 - Spell Check and Correction.ipynb └── big.txt ├── Unit 05 - Project 3 - End-to-End Text Pre-processor ├── 5 - Project 3 - Text Pre-processor.ipynb └── contractions_list.py ├── Unit 06 - Project 4 - Text Understanding ├── 6A - Parts of Speech Tagging.ipynb ├── 6B - Project 4 - Text Parsing - Shallow Parsing .ipynb ├── 6C - Text Parsing - Constituency and Dependency Parsing.ipynb ├── 6D - Text Parsing - Named Entity Recognition.ipynb ├── chunking_example.png ├── constituency_example.png ├── dependency_example.png └── spacy_ner.png ├── Unit 07 - Project 5 - Build your POS Tagger └── 7 - Project 5 - Building POS Taggers.ipynb ├── Unit 08 - Project 6 - Build your NER Tagger ├── 8 - Project 6 - Building NER Taggers.ipynb ├── ner_dataset.csv.gz └── ner_model.pkl ├── Unit 09 - Project 7 - Text Representation ├── 9A - Traditional Statistical Models .ipynb ├── 9B - Project 7 - Exploring Word Embeddings with Deep Learning Models.ipynb ├── cbow_arch.png ├── cosine_depiction.png ├── glove_arch.png ├── skipgram_arch.png └── tfidf_eq.png ├── Unit 10 - Project 8 - Movie Recommendations with Document Similarity ├── 10 - Project 8 - Movie Recommender.ipynb ├── netflix_rec.png └── tmdb_5000_movies.csv.gz ├── Unit 11 - Sentiment Analysis - Unsupervised Learning ├── 11 - Sentiment Analysis - Unsupervised Lexical Models.ipynb ├── model_evaluation_utils.py ├── movie_reviews.csv.bz2 └── sentiment_banner.png ├── Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning ├── 12A - Project 10 - Sentiment Analysis - Supervised Learning Classification Models.ipynb ├── 12B - Project 11 - Sentiment Analysis - Advanced Deep Learning - CNNs.ipynb ├── 12C - Sentiment Analysis - Advanced Deep Learning - LSTMs.ipynb ├── banner.jpeg ├── cnn.png ├── model_evaluation_utils.py ├── sentiment_classifier_workflow.png └── sentiment_cover.png ├── Unit 13 - Project 10 - Text Clustering ├── 13 - Project 10 - Document Clustering.ipynb ├── avengers.jpg └── movie_hierachical_clusters.png ├── Unit 14 - Topic Modeling └── 14 - Sentiment Causal Analysis - Topic Models.ipynb ├── Unit 15 - Text Summarization └── 15 - Text Summarization.ipynb └── assets └── main_banner.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/README.md -------------------------------------------------------------------------------- /Solutions/Unit 01 - Basic Text Processing - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 01 - Basic Text Processing - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 02 - Text Wrangling - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 02 - Text Wrangling - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 03 - Project 1 - Duplicate Character Remover - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 03 - Project 1 - Duplicate Character Remover - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 04 - Project 2 - Spell Check and Correction - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 04 - Project 2 - Spell Check and Correction - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 05 - Project 3 - Text Pre-processor - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 05 - Project 3 - Text Pre-processor - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 06 - 6A - Parts of Speech Tagging - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 06 - 6A - Parts of Speech Tagging - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 06 - 6B - Project 4 - Text Parsing - Shallow Parsing - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 06 - 6B - Project 4 - Text Parsing - Shallow Parsing - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 07 - Project 5 - Building POS Taggers - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 07 - Project 5 - Building POS Taggers - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 08 - Project 6 - Building NER Taggers - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 08 - Project 6 - Building NER Taggers - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 10 - Project 8 - Movie Recommender - Solutions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 10 - Project 8 - Movie Recommender - Solutions.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 12 - Project 11 - Sentiment Analysis - Advanced Deep Learning - CNNs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 12 - Project 11 - Sentiment Analysis - Advanced Deep Learning - CNNs.ipynb -------------------------------------------------------------------------------- /Solutions/Unit 13 - Project 10- Document Clustering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/Unit 13 - Project 10- Document Clustering.ipynb -------------------------------------------------------------------------------- /Solutions/banner.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/banner.jpeg -------------------------------------------------------------------------------- /Solutions/big.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/big.txt -------------------------------------------------------------------------------- /Solutions/cnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/cnn.png -------------------------------------------------------------------------------- /Solutions/desktop.ini: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/desktop.ini -------------------------------------------------------------------------------- /Solutions/movie_hierachical_clusters.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/movie_hierachical_clusters.png -------------------------------------------------------------------------------- /Solutions/tmdb_5000_movies.csv.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Solutions/tmdb_5000_movies.csv.gz -------------------------------------------------------------------------------- /Unit 01 - Introduction to NLP/1 - Basic Text Processing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 01 - Introduction to NLP/1 - Basic Text Processing.ipynb -------------------------------------------------------------------------------- /Unit 02 - Text Pre-processing and Wrangling/2 - Text Wrangling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 02 - Text Pre-processing and Wrangling/2 - Text Wrangling.ipynb -------------------------------------------------------------------------------- /Unit 02 - Text Pre-processing and Wrangling/contractions_list.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 02 - Text Pre-processing and Wrangling/contractions_list.py -------------------------------------------------------------------------------- /Unit 02 - Text Pre-processing and Wrangling/pg8001.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 02 - Text Pre-processing and Wrangling/pg8001.html -------------------------------------------------------------------------------- /Unit 03 - Project 1 - Duplicate Character Removal Module/3 - Project 1 - Duplicate Character Remover.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 03 - Project 1 - Duplicate Character Removal Module/3 - Project 1 - Duplicate Character Remover.ipynb -------------------------------------------------------------------------------- /Unit 04 - Project 2 - Spell Check and Correction Module/4 - Project 2 - Spell Check and Correction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 04 - Project 2 - Spell Check and Correction Module/4 - Project 2 - Spell Check and Correction.ipynb -------------------------------------------------------------------------------- /Unit 04 - Project 2 - Spell Check and Correction Module/big.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 04 - Project 2 - Spell Check and Correction Module/big.txt -------------------------------------------------------------------------------- /Unit 05 - Project 3 - End-to-End Text Pre-processor/5 - Project 3 - Text Pre-processor.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 05 - Project 3 - End-to-End Text Pre-processor/5 - Project 3 - Text Pre-processor.ipynb -------------------------------------------------------------------------------- /Unit 05 - Project 3 - End-to-End Text Pre-processor/contractions_list.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 05 - Project 3 - End-to-End Text Pre-processor/contractions_list.py -------------------------------------------------------------------------------- /Unit 06 - Project 4 - Text Understanding/6A - Parts of Speech Tagging.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 06 - Project 4 - Text Understanding/6A - Parts of Speech Tagging.ipynb -------------------------------------------------------------------------------- /Unit 06 - Project 4 - Text Understanding/6B - Project 4 - Text Parsing - Shallow Parsing .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 06 - Project 4 - Text Understanding/6B - Project 4 - Text Parsing - Shallow Parsing .ipynb -------------------------------------------------------------------------------- /Unit 06 - Project 4 - Text Understanding/6C - Text Parsing - Constituency and Dependency Parsing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 06 - Project 4 - Text Understanding/6C - Text Parsing - Constituency and Dependency Parsing.ipynb -------------------------------------------------------------------------------- /Unit 06 - Project 4 - Text Understanding/6D - Text Parsing - Named Entity Recognition.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 06 - Project 4 - Text Understanding/6D - Text Parsing - Named Entity Recognition.ipynb -------------------------------------------------------------------------------- /Unit 06 - Project 4 - Text Understanding/chunking_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 06 - Project 4 - Text Understanding/chunking_example.png -------------------------------------------------------------------------------- /Unit 06 - Project 4 - Text Understanding/constituency_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 06 - Project 4 - Text Understanding/constituency_example.png -------------------------------------------------------------------------------- /Unit 06 - Project 4 - Text Understanding/dependency_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 06 - Project 4 - Text Understanding/dependency_example.png -------------------------------------------------------------------------------- /Unit 06 - Project 4 - Text Understanding/spacy_ner.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 06 - Project 4 - Text Understanding/spacy_ner.png -------------------------------------------------------------------------------- /Unit 07 - Project 5 - Build your POS Tagger/7 - Project 5 - Building POS Taggers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 07 - Project 5 - Build your POS Tagger/7 - Project 5 - Building POS Taggers.ipynb -------------------------------------------------------------------------------- /Unit 08 - Project 6 - Build your NER Tagger/8 - Project 6 - Building NER Taggers.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 08 - Project 6 - Build your NER Tagger/8 - Project 6 - Building NER Taggers.ipynb -------------------------------------------------------------------------------- /Unit 08 - Project 6 - Build your NER Tagger/ner_dataset.csv.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 08 - Project 6 - Build your NER Tagger/ner_dataset.csv.gz -------------------------------------------------------------------------------- /Unit 08 - Project 6 - Build your NER Tagger/ner_model.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 08 - Project 6 - Build your NER Tagger/ner_model.pkl -------------------------------------------------------------------------------- /Unit 09 - Project 7 - Text Representation/9A - Traditional Statistical Models .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 09 - Project 7 - Text Representation/9A - Traditional Statistical Models .ipynb -------------------------------------------------------------------------------- /Unit 09 - Project 7 - Text Representation/9B - Project 7 - Exploring Word Embeddings with Deep Learning Models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 09 - Project 7 - Text Representation/9B - Project 7 - Exploring Word Embeddings with Deep Learning Models.ipynb -------------------------------------------------------------------------------- /Unit 09 - Project 7 - Text Representation/cbow_arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 09 - Project 7 - Text Representation/cbow_arch.png -------------------------------------------------------------------------------- /Unit 09 - Project 7 - Text Representation/cosine_depiction.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 09 - Project 7 - Text Representation/cosine_depiction.png -------------------------------------------------------------------------------- /Unit 09 - Project 7 - Text Representation/glove_arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 09 - Project 7 - Text Representation/glove_arch.png -------------------------------------------------------------------------------- /Unit 09 - Project 7 - Text Representation/skipgram_arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 09 - Project 7 - Text Representation/skipgram_arch.png -------------------------------------------------------------------------------- /Unit 09 - Project 7 - Text Representation/tfidf_eq.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 09 - Project 7 - Text Representation/tfidf_eq.png -------------------------------------------------------------------------------- /Unit 10 - Project 8 - Movie Recommendations with Document Similarity/10 - Project 8 - Movie Recommender.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 10 - Project 8 - Movie Recommendations with Document Similarity/10 - Project 8 - Movie Recommender.ipynb -------------------------------------------------------------------------------- /Unit 10 - Project 8 - Movie Recommendations with Document Similarity/netflix_rec.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 10 - Project 8 - Movie Recommendations with Document Similarity/netflix_rec.png -------------------------------------------------------------------------------- /Unit 10 - Project 8 - Movie Recommendations with Document Similarity/tmdb_5000_movies.csv.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 10 - Project 8 - Movie Recommendations with Document Similarity/tmdb_5000_movies.csv.gz -------------------------------------------------------------------------------- /Unit 11 - Sentiment Analysis - Unsupervised Learning/11 - Sentiment Analysis - Unsupervised Lexical Models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 11 - Sentiment Analysis - Unsupervised Learning/11 - Sentiment Analysis - Unsupervised Lexical Models.ipynb -------------------------------------------------------------------------------- /Unit 11 - Sentiment Analysis - Unsupervised Learning/model_evaluation_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 11 - Sentiment Analysis - Unsupervised Learning/model_evaluation_utils.py -------------------------------------------------------------------------------- /Unit 11 - Sentiment Analysis - Unsupervised Learning/movie_reviews.csv.bz2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 11 - Sentiment Analysis - Unsupervised Learning/movie_reviews.csv.bz2 -------------------------------------------------------------------------------- /Unit 11 - Sentiment Analysis - Unsupervised Learning/sentiment_banner.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 11 - Sentiment Analysis - Unsupervised Learning/sentiment_banner.png -------------------------------------------------------------------------------- /Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/12A - Project 10 - Sentiment Analysis - Supervised Learning Classification Models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/12A - Project 10 - Sentiment Analysis - Supervised Learning Classification Models.ipynb -------------------------------------------------------------------------------- /Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/12B - Project 11 - Sentiment Analysis - Advanced Deep Learning - CNNs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/12B - Project 11 - Sentiment Analysis - Advanced Deep Learning - CNNs.ipynb -------------------------------------------------------------------------------- /Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/12C - Sentiment Analysis - Advanced Deep Learning - LSTMs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/12C - Sentiment Analysis - Advanced Deep Learning - LSTMs.ipynb -------------------------------------------------------------------------------- /Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/banner.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/banner.jpeg -------------------------------------------------------------------------------- /Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/cnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/cnn.png -------------------------------------------------------------------------------- /Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/model_evaluation_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/model_evaluation_utils.py -------------------------------------------------------------------------------- /Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/sentiment_classifier_workflow.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/sentiment_classifier_workflow.png -------------------------------------------------------------------------------- /Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/sentiment_cover.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 12 - Project 9 - Sentiment Analysis - Supervised Learning/sentiment_cover.png -------------------------------------------------------------------------------- /Unit 13 - Project 10 - Text Clustering/13 - Project 10 - Document Clustering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 13 - Project 10 - Text Clustering/13 - Project 10 - Document Clustering.ipynb -------------------------------------------------------------------------------- /Unit 13 - Project 10 - Text Clustering/avengers.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 13 - Project 10 - Text Clustering/avengers.jpg -------------------------------------------------------------------------------- /Unit 13 - Project 10 - Text Clustering/movie_hierachical_clusters.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 13 - Project 10 - Text Clustering/movie_hierachical_clusters.png -------------------------------------------------------------------------------- /Unit 14 - Topic Modeling/14 - Sentiment Causal Analysis - Topic Models.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 14 - Topic Modeling/14 - Sentiment Causal Analysis - Topic Models.ipynb -------------------------------------------------------------------------------- /Unit 15 - Text Summarization/15 - Text Summarization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/Unit 15 - Text Summarization/15 - Text Summarization.ipynb -------------------------------------------------------------------------------- /assets/main_banner.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dipanjanS/nlp_workshop_dhs18/HEAD/assets/main_banner.png --------------------------------------------------------------------------------