content-based and collaborative filtering
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Updated
Jun 1, 2024 - Jupyter Notebook
content-based and collaborative filtering
Calculation and visualization of molecular networks based on t-SNE algorithm
Example to help understand how to use hugging face sentance_transformers to encode searchable text into embeddings AND how to use cosine similarity search to determine similarity between a search prompt and the embeddings
Simple statistical functions that are useful for exploratory spatial data analysis (ESDA) on-the-fly in JavaScript
Movie Recommender System
An app to match the resume and a list of company information
Simple chatbot (NLP ONLY without machine learning) using Levenshtein Distance + TF-IDF + Cosine Similiarity :D
Source code for personalised github repository recommendation using keyword extraction and similarity index matching
Movie Recommender
Movie recommendation using cosine similarity
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.
This repository is a related to all about Natural Langauge Processing - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques (in Python)
Youtube video moment searcher by text or photo
[NeurIPS 2021] Official implementation of the paper "One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective"
Change detection between two LiDAR point clouds using voxelization. Highlight discrepancies in geometry and classification.
Cosine similarity is one of the most widely used and powerful similarity measure in Data Science. It is used in multiple applications such as finding similar documents in NLP, information retrieval, finding similar sequence to a DNA in bioinformatics, detecting plagiarism and may more.
a personalized recommendation system for the online seafood shop, Manettas
A Python-based search engine for old style Thai songs using TF-IDF and Cosine Similarity
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