Vectorization Techniques in Natural Language Processing Tutorial for Deep Learning Researchers
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Updated
Mar 16, 2024 - Jupyter Notebook
Vectorization Techniques in Natural Language Processing Tutorial for Deep Learning Researchers
a case-study within the "sirius.AI" program
word2vec++ is a Distributed Representations of Words (word2vec) library and tools implementation, written in C++11 from the scratch
Document Similarity Measurement Using Doc2Vec and Gensim Library
Repo with basic start on Recurrent Neural Networks, Word2Vec, Doc2Vec, TFIDF vectors and NLP basics
Classification model for poetic genres and a recommendation system
Classe responsável por simplificar o processo de criação de um modelo Doc2Vec (gensim) com facilitadores para geração de um vocab personalizado e com a geração de arquivos de curadoria. Dicas usando elasticsearch e singlestore.
Argument retrieval model for [Touché @ CLEF 2020] - 1st Shared Task on Argument Retrieval
D3-Network Visualization with WordEmbedding Space
산업안전보건법 법규시각화, 텍스트마이닝을 통한 법들간의 유사도 네트워크화
Analysing COVID-19 Vaccine related user comments on Reddit Platform using Doc2Vec generated clusters and Topic Modelling Methods
An NLP project that compares different approaches to document representation and classification. The techniques used include Topic-modeling, Tf-Idf, doc2vec, SVM, and CNN
POStURE - A Framework for Analyzing Political Speeches Evolution and Similarities with Learned Linguistic Representations
A rudimentary Implementation of a simple neural ranking model. Based on word embeddings (Glove, Fasttext). The pre-trained model's inherent vector cosine similarity is the main metric for consideration.
Python in use of pandas, numpy, sklearn, statsmodels, gensim, matplotlib, plotly, seaborn, bokeh
Python projects related to the course- Algorithms for Data Guided Business Intelligence
This application detects duplicate product listings in a large datadump of product listings from Flipkart
Homework and projects done in the course CSC591 Algorithms for Data-Guided Business Intelligence (ADBI)
K-means+Doc2vec 用於痞客幫開放資料文章分類
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