Topic Modelling for Humans
Compute Sentence Embeddings Fast!
Web Application for checking the similarity between query and document using the concept of Cosine Similarity.
Telegram Data Clustering contest solution by Mindful Squirrel
Document similarity algorithms experiment - Jaccard, TF-IDF, Doc2vec, USE, and BERT.
Document Search Engine Tool
A Clojure library for querying large data-sets on similarity
Document Search Engine project with TF-IDF abd Google universal sentence encoder model
Repo for Aspire - A scientific document similarity model based on matching fine-grained aspects of scientific papers.
Contains interesting projects like Cat face detection, cat face recognition, code generation, Building chatbot, finding similar documents, image segmentation, UCI credit card, anomaly detection, MNIST etc.
Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)
A simple Django-based resume ranker website where recruiters post their jobs and candidates applies for their desired vacancies. The system gets the document similarity between the job description and the candidate resumes, generates similarity scores using the KNN model, and rank or shortlist the candidate resumes.
A tool which can find your any document using semantic search
Document Similarity with Apache Spark using Locality Sesitive Hashing and Python
Using Jaccard-Similarity and Minhashing to determine similarity between two text documents
Survey data and Python code for the ICADL 2021 paper "A Qualitative Evaluation of User Preference for Link-based vs. Text-based Recommendations of Wikipedia Articles"
Rust-based text search engine from scratch supporting multiple document similarity metrics (TF-IDF, BM25, BM25VA)
Telegram Data Clustering Contest (Bossy Gnu's submission )
Compare sentences from input document with all sentences from reference documents - find very similar ones.
Aims to provide job searching strategy for new graduates who are interested in data-related positions.
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