Jhex.ai

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6 repositories

Information-Retrieval-Fundamentals
Public
An Information Retrieval Library mainly for learning the concepts of IR and developing tools in this domain for specific purposes.
nlp information-extraction information-security hacktoberfest nlp-machine-learning information-retrieval concepts
Python
•2•0•0•0•Updated Mar 12, 2021Mar 12, 2021
Semantic-Similarity-Ranking-v.1
Public
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.
machine-learning information-retrieval neural-network artificial-neural-networks fasttext hacktoberfest nlp-machine-learning doc2vec-word2vec ranking-algorithm dataset
Jupyter Notebook
•1•3•0•0•Updated Oct 1, 2020Oct 1, 2020
VSM-TFIDF
Public
A simple implementation of a vector space model where documents (text) is converted into vectors. Term frequency-inverse document frequency [TF-IDF] is used for the vectorization.
information-retrieval machine-learning-algorithms tfidf hacktoberfest tf-idf cosine-similarity vectors
Jupyter Notebook
•0•1•0•0•Updated Oct 1, 2020Oct 1, 2020
Document-Similarity-Ranking-Enhanced
Public
Document Similarity using Word2Vec
Python
•
MIT License
•39•0•0•0•Updated Feb 2, 2020Feb 2, 2020
Practical-NLP
Public
NLP, Text Mining and Machine Learning starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
Jupyter Notebook
•794•0•0•0•Updated Dec 6, 2019Dec 6, 2019
Awesome-IR
Public
A curated list of awesome information retrieval resources
Creative Commons Zero v1.0 Universal
•137•0•0•0•Updated Jul 24, 2019Jul 24, 2019