A codebase to support a pure JSON search engine requiring no backend for any XHTML5 document collection
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Nov 16, 2024 - HTML
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porter-stemmer
Here are 68 public repositories matching this topic...
PySpark phonetic and string matching algorithms
pyspark jaro-winkler nysiis metaphone damerau-levenshtein hamming-distance porter-stemmer jaro-similarity match-rating-comparisons
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Feb 19, 2024 - Python
Implements Rocchio Query Expansion - similar to "related searches:" found at popular search engines but based on relevant documents selected by the end-user
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Sep 12, 2016 - Python
A Natural Language Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like multinomial-naive-bayes,logistic regression,svm,decision trees to compare accuracy and using various data cleaning and processing techniques like PorterStemmer,CountVectorizer,TFIDF Vetorizer,WordnetLemmatizer. It is implemented usi…
embeddings naive-bayes-classifier bag-of-words logistic-regression support-vector-machines decision-tree-classifier lstm-neural-networks count-vectorizer sms-spam-detection porter-stemmer multinomial-naive-bayes wordnetlemmatizer tfidf-vectorizer
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Dec 25, 2020 - Jupyter Notebook
Implementation of a Vector Space Retrieval Model using TF-IDF and cosine similarity on the Cranfield document corpus
python data-science information-retrieval text-mining regex ranking nltk vector-space-model recall tf-idf cosine-similarity relevance precision tokenization porter-stemmer beautifulsoup4 cranfield-collection tfidf-text-analysis retrieval-model corpus-documents
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Mar 29, 2020 - Jupyter Notebook
Advanced model of Bm25 is Bm25+, which was implemented and compared with the baseline model (bm25)
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Jul 17, 2020
Performs tokenization, stemming, lemmatization, index creation, index compression and ranked retrieval of Cranfield documents
python information-retrieval nltk tf-idf tokenization information-retrieval-engine stemming okapi lemmatization porter-stemmer delta-encoding boolean-model wordnetlemmatizer cranfield-collection text-preprocessing ranked-retrieval relevant-documents document-vector gamma-encoding index-compression
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May 10, 2020 - Python
Snowball version of the Porter stemmer for the Lithuanian language.
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Sep 4, 2019
The MOOC Recommender System utilizes NLP techniques for course recommendations in Massive Open Online Courses (MOOCs). It processes raw data, leveraging Tokenization, Porter Stemming, Cosine Similarity, etc., to extract tags from course descriptions, summaries, syllabuses, instructors, and subjects.
natural-language-processing e-learning recommender-system cosine-similarity vectorization porter-stemmer
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Aug 19, 2023 - Jupyter Notebook
Created Hate speech detection model using Count Vectorizer & XGBoost Classifier with an Accuracy upto 0.9471, which can be used to predict tweets which are hate or non-hate.
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Oct 11, 2020 - Jupyter Notebook
An efficient implementation of the German porter-stemming algorithm in Golang.
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Dec 23, 2021 - Go
naive-bayes-classifier stopwords sentiment-classification porter-stemmer nlp-sentiment-classifier multinomial-naive-bayes movie-review-classifier movie-review movie-review-sentiment-analysis streamlit-webapp nltk-processing word-tokenizer multivariate-naive-bayes
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Dec 21, 2021 - Jupyter Notebook
Small code snippets written in Python covering fundamental concepts in NLP used in all major NLP projects.
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Jan 15, 2021 - Python
A Search Engine based on the principle of TF-IDF and comparing documents in a vector space using Cosine Similarity
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Apr 14, 2023 - Python
Web search engine to retrieve most relevant web-pages for user search query from web-pages crawled on the UIC domain
python search-engine data-science information-retrieval text-mining data-mining http-requests nltk vector-space-model inverted-index tf-idf jupyter-notebooks tokenization porter-stemmer web-crawler-python retrieve-web-page beautifulsoup4 cosine-similarity-scores tfidf-text-analysis bfs-crawler
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May 18, 2021 - Jupyter Notebook
🔝 HW1 of Intelligent Information Retrieval MSc Course ECE@UT
information-retrieval ubuntu galago bm25 porter-stemmer ndcg trec university-of-tehran document-ranking pivoted-length-normalisation
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Dec 2, 2022 - Java
Collection of stemming algorithms in Rust
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Jun 30, 2019 - Rust
MacOS desktop application for processing Google Takeout export files
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Sep 5, 2023 - Swift
Python Implimentation of the Famous Porter Stemmer Algorithm used in Morphological Analysis of english text corpora.
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Sep 19, 2020 - Jupyter Notebook
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