kavgan / nlp-in-practice Public

Notifications You must be signed in to change notification settings
Fork 794
Star 1.2k

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

kavita-ganesan.com/kavitas-tutorials/#.WvIizNMvyog

1.2k stars 794 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 49 Commits
spark_wordcount		spark_wordcount
text-pre-processing		text-pre-processing
tf-idf		tf-idf
word2vec		word2vec
README.md		README.md
_config.yml		_config.yml

Repository files navigation

Text Mining / NLP Tutorials

Task/Code	Article
Phrase2Vec - Embeddings for phrases	phrase2vec article
Word Cloud for Data Scientists	word_cloud article
Word2Vec - Full Working Example	word2vec article
Reading files and word count with Spark	spark article
Extracting Keywords with TF-IDF and SKLearn	tfidf article