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CJHAN's Projects

core-stories icon core-stories

All the notebooks for the analysis of Emotional Arcs within the Project Gutenberg corpus, see "The emotional arcs of stories are dominated by six basic shapes"

dataviz-gallery icon dataviz-gallery

Collection :boom: of Cool :sunglasses: Data Visualizations :bar_chart:

emotionalarcmovie icon emotionalarcmovie

Build an interactive recommender system that supports discovery of unknown movies with the desired sentiment arc to go beyond the static ranked list paradigm.The final deliverable was a webapp.

film-similarity-nlp-with-kmeans-hierarchical-clustering icon film-similarity-nlp-with-kmeans-hierarchical-clustering

Used NLP techniques (tokenization, stemming, vectorization for TF-IDF) and clustering algorithms (Kmeans and Hierarchical clustering) to mine the "similarities" between films based on their plots provided by IMBD and Wikipedia. The dataset contains the titles of the top 100 movies on IMDb.

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

kosentencebert icon kosentencebert

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks (EMNLP 2019) 논문에서 공개한 코드, kakaobrain 팀이 공개한 KorNLUDatasets 과 ETRI KorBERT를 통해 Korea Sentence BERT를 학습하였습니다.

marslandmlalgo icon marslandmlalgo

Code and data for the second edition of the textbook `Machine Learning: An Algorithm Perspective" by Stephen Marsland.

moviearcs icon moviearcs

A tool that visualizes emotional arcs of movie scripts

nlp_movie icon nlp_movie

Use NLP and clustering on movie plot summaries from IMDb and Wikipedia to quantify movie similarity.

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