GitHub topics: tfidf

Repositories

SamTheOneee1/kaggle-project-classification-of-tweets-from-northern-europe

Classifies 500K+ political tweets from Northern Europe using NLP and machine learning to analyze political discourse.

Language: Jupyter Notebook - Size: 2.25 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

PaulMcInnis/JobFunnel

Scrape job websites into a single spreadsheet with no duplicates.

Language: Python - Size: 2.55 MB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 2,007 - Forks: 234

AnakinHuang/kaggle-project-classification-of-tweets-from-northern-europe

Classifies 500K+ political tweets from Northern Europe using NLP and machine learning to analyze political discourse.

Language: Jupyter Notebook - Size: 2.28 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

amitdekate01/Sentiment_Analysis_RF

Built a Sentiment Analysis classifier using TF-IDF and Random Forest on IMDB reviews dataset with 85% accuracy. Handled preprocessing, feature engineering, model training and evaluation.

Language: Python - Size: 11.7 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

kiwirafe/xiangsi

中文文本相似度计算器

Language: Python - Size: 278 KB - Last synced at: 10 days ago - Pushed at: 7 months ago - Stars: 144 - Forks: 23

Moez-lab/Spam-Email-Detector

A simple machine learning project that classifies emails as Spam or Ham using Logistic Regression and TF-IDF vectorization. Built with Python and scikit-learn.

Language: Python - Size: 204 KB - Last synced at: 3 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

callmeoutsider/amazon-sentiment-classifier

Sentiment analysis of Amazon reviews using Logistic Regression and TF-IDF

Language: Python - Size: 2.11 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

rajputpritesh1/cyberguard

This project detects cyberbullying in Bhojpuri user-generated content using Logistic Regression and TF-IDF features.

Language: HTML - Size: 5.17 MB - Last synced at: 19 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 1

NISH1001/tag-generator

A simple tool to generate tags for the given text (document) using TF-IDF.

Language: Python - Size: 106 KB - Last synced at: 7 days ago - Pushed at: about 4 years ago - Stars: 57 - Forks: 12

An AI-powered Resume Screener built with NLP and Streamlit. Upload multiple resumes and get similarity scores against a job description using TF-IDF and cosine similarity. Highlights missing keywords and suggests improvements.

Language: Python - Size: 266 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

SeekAI-786/Resume-Analyzer

Resume Analyzer is a prototype web application that allows users to upload multiple resumes and compare them against a job description using vectorization and cosine similarity. The project is built using Python, Flask, and scikit-learn.

Language: HTML - Size: 1.96 MB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

YousefAlaaAli/IMDb-Sentiment-Classifier

Classifies IMDb movie reviews as positive or negative using NLP.

Language: Jupyter Notebook - Size: 33.2 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

DBozhinovski/relatinator

A humble library for finding related posts and content. Uses tf-idf and BM25 under the hood. Primarily aimed at static site generators.

Language: TypeScript - Size: 497 KB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 0

winkjs/wink-bm25-text-search

Fast Full Text Search based on BM25

Language: JavaScript - Size: 668 KB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 63 - Forks: 17

jhaayush2004/Hybrid-Retrieval-Systems

Hybrid Retrieval System combining keyword matching (BM25) with semantic similarity (Vectorstore) for improved retrieval.

Language: Jupyter Notebook - Size: 83 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

vickshan001/Friends-Character-Classifier-Vector-Semantics-NLP

NLP coursework using vector space semantics to classify Friends character dialogue. Includes TF-IDF, POS, sentiment, and context-aware features.

Language: Jupyter Notebook - Size: 339 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

NotShrirang/Lyrics-Analysis-and-Music-Recommendation-with-Pair-Similarities

Song recommendation system for film makers and music makers. Developed using Term Frequency - Inverse Document Frequency to vectorize lyrics of song and then cosine similarity to calculate similarity between the songs. This system recommends songs with similar lyrics.

Language: Jupyter Notebook - Size: 34.8 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

fukurosan/Jhaystack

A JavaScript search engine with zero dependencies.

Language: TypeScript - Size: 761 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 3

JasonMun7/WorkWiz Fork of CornellNLP/4300-Flask-Template-JSON

🔍 Work Wiz 🌟 Work Wiz is a job search platform that matches users with jobs based on their unique skillsets and desired pay, supporting both full-time and freelance opportunities. Using advanced technologies like TF-IDF, cosine similarity, and SVD from Sklearn, we ensure highly relevant search results.

Language: Python - Size: 76.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 2

andrewtavis/kwx

BERT, LDA, and TFIDF based keyword extraction in Python

Language: Python - Size: 12.3 MB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 72 - Forks: 10

nikhiljsk/preprocess_nlp

A fast framework for pre-processing (Cleaning text, Reduction of vocabulary, Feature extraction and Vectorization). Implemented with parallel processing using custom number of processes.

Language: Python - Size: 58.6 KB - Last synced at: 24 days ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 4

sap218/jabberwocky

NLP toolkit for those nonsensical ontologies

Language: Python - Size: 936 KB - Last synced at: 10 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 1

rubenhari/Data-Science-Projects

A collection of my data science projects

Size: 415 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

cereja-project/cereja

Cereja is a bundle of useful functions we don't want to rewrite and .. just pure fun!

Language: Python - Size: 708 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 27 - Forks: 11

TahirZia-1/NLP-TextClassify

A hands-on NLP project comparing classic ML models (Naïve Bayes, SVM, Logistic Regression) and ANNs for text classification using SMS Spam and 20 Newsgroups datasets.

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Harshilkothiya/Duplicate-questions

Make Models for The Quora Question Pairs competition was hosted on Kaggle to identify duplicate questions

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Recker-Dev/Exploring-NLP

This Repo, explores various processes for sentiment analysis using Amazon Customer Review dataset.

Language: Jupyter Notebook - Size: 19.2 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

andrewtavis/wikirec

Recommendation engine framework based on Wikipedia data

Language: Python - Size: 340 MB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 10

hanifhefaz/elm-tf-idf

Elm implementation of Term Frequency-Inverse Document Frequency (TF-IDF) for text analysis

Language: Elm - Size: 5.86 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

bent10/boox

Search anything, instantly

Language: TypeScript - Size: 43.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 1

DavidUlloa6310/search-engine

Search engine implemented in Golang using Postgres for storing documents and computing TF-IDF values

Language: Go - Size: 35.2 KB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

germabyte/obsidian-deduper

The Obsidian Duplicate Finder is a user-friendly tool designed to help users manage duplicate files within their Obsidian vaults. It identifies similar Markdown files based on their content, making it easier to organize and declutter note-taking environments.

Language: Python - Size: 11.7 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

sambhu431/Medicine-Recommendation-System

The project aims to recommend medicines based on product uses similarity, side effects, and product review weightages. Powered by NLP techniques like TF-IDF and Cosine Similarity, the system provides intelligent and user-centric recommendations.

Language: HTML - Size: 3.09 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

yChaaby/Real-Time-CourseCompass

A real-time course recommendation system powered by Apache Spark and Kafka for scalable big data processing. It uses content-based filtering and AI-generated keywords to deliver personalized learning suggestions, all orchestrated with Docker for seamless deployment.

Language: Jupyter Notebook - Size: 6.66 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

jldbc/gutenberg

A content-based recommender system for books using the Project Gutenberg text corpus

Language: Python - Size: 13.2 MB - Last synced at: 5 days ago - Pushed at: about 8 years ago - Stars: 29 - Forks: 12

xndien2004/LLM_Powered_Video_Search

[SOICT 2024] LLM-Powered Video Search: A Comprehensive Multimedia Retrieval System

Language: Jupyter Notebook - Size: 5.39 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 41 - Forks: 0

zayedrais/DocumentSearchEngine

Document Search Engine project with TF-IDF abd Google universal sentence encoder model

Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 53 - Forks: 24

faizann24/phishytics-machine-learning-for-phishing

Machine Learning for Phishing Website Detection

Language: HTML - Size: 38.8 MB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 55 - Forks: 25

zuhdihanif/SimpleSearchEngineTFIDF

Developed a simple search engine utilizing the TF-IDF algorithm for efficient information retrieval. The project involves text preprocessing, vectorization using TF-IDF, and ranking documents based on their relevance to the user's query. Designed to demonstrate fundamental concepts in NLP and Information Retrival

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

laertispappas/mapreduce_python

TFIDF ALgorithm on Hadoop - Python

Language: Python - Size: 6.35 MB - Last synced at: about 1 month ago - Pushed at: about 10 years ago - Stars: 5 - Forks: 1

joaooliveirapro/indexergo

IndexerGo 🔎 is a Go-based application designed to analyse and index HTML documents for efficient content search and ranking (using TF-IDF algorithm). It provides detailed insights into document structure and text content.

Language: Go - Size: 9.77 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

wanroulin/1131_NCCU_TFIDFwithIG

通識課程：窺探語言中的科技應用

Language: Jupyter Notebook - Size: 18.6 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Cameron-zgl/Biostat_625_umich_final_project

This project consists of a two-step framework for analyzing mental health-related posts and predicting depression risk using machine learning and deep learning models. The dataset used is sourced from Zenodo and includes Reddit posts from various mental health subreddits.

Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

meinhere/news-clasification

Klasifikasi Berita Online pada KOMPAS untuk mata kuliah Pencarian dan Penambangan Web menggunakan metode Logistic Regression

Language: Python - Size: 145 MB - Last synced at: 28 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

zenwor/equilibrium

Article Management System, created as project for "Scripting Languages" course

Language: Jupyter Notebook - Size: 32.9 MB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

preeyaa/Machine-Learning

This folder contains all the machine learning projects like numbers, text, timeseries etc.

Language: Jupyter Notebook - Size: 32.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Wittline/tf-idf

Term Frequency-Inverse Document Frequency from Scratch

Language: Python - Size: 23.4 KB - Last synced at: 30 days ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 5

Vigrel/NLP-rec-sys

This project is a Cocktail Recommender System that utilizes TF-IDF (Term Frequency-Inverse Document Frequency) to recommend cocktails based on user queries.

Language: Python - Size: 43 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Yasser1930/Chatbot-for-Mental-Health-FAQ

This project provides a dataset and workflow for analyzing mental health FAQs using natural language processing. It includes text preprocessing, data visualization, and a TF-IDF-based LinearSVC model to predict answers. Ideal for NLP applications, this repository enables insights and automated responses to common mental health questions.

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codeasarjun/docBuddy

DocBuddy is a Flask web app that lets users upload and interact with PDF files by summarizing content, suggesting keywords, and providing a basic Q&A feature, all through an intuitive interface.

Language: HTML - Size: 416 KB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

zengfr/SVM-Neuro-Matching

SVM Neuro Matching C#机器学习 LibSVM支持向量机神经网络匹配中文文本分词分类聚类

Language: C# - Size: 10.7 MB - Last synced at: about 1 month ago - Pushed at: over 8 years ago - Stars: 10 - Forks: 5

singhmnprt01/NLP-and-PyTorch

NLP use cases using popular solutions: Frequency Embeddings, Word embedding (word2vec, doc2vec, Glove), RNN,LSTM, Transformers-BERT, Sentence_Transformers etc. PyTorch

Language: Jupyter Notebook - Size: 12.1 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1

97k/spam-ham-web-app

A web app that classifies text as a spam or ham. I am using my own ML algorithm in the backend, Code to that can be found under machine_learning_section. For Live Demo: Checkout this link

Language: Jupyter Notebook - Size: 68.3 MB - Last synced at: 16 days ago - Pushed at: over 6 years ago - Stars: 32 - Forks: 11

alvinmurimi/Lexiful

Specialized Intelligent Text Matching and Correction Engine

Language: Python - Size: 373 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 1

Akhand-Pratap-Tiwari/Automatic-Extractive-Text-Summarization-using-TF-IDF

Text Summarization using TF-IDF technique in Python.

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

goldbattle/MangadexRecomendations

Finding recommendations between them all. Work in progress.

Language: Python - Size: 3.94 GB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 6

ProgKea/lose

LOcal Search Engine

Language: Go - Size: 2.79 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

minhosong88/CorpusReader_TDIDF

CorpusReader_TFIDF is a custom Python class designed to calculate TF-IDF (Term Frequency-Inverse Document Frequency) for documents in a corpus. It was developed as part of an assignment for the Introduction to Natural La

Language: Python - Size: 5.86 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

ahmedbesbes/overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification

NLP tutorial

Language: Jupyter Notebook - Size: 4.28 MB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 42 - Forks: 20

Chenguiti6444/French-Global-Warming-Tweets-Classification-and-Sentiment-Analysis

Analyzing and classifying French tweets related to global warming and drought using NLP and Machine Learning. - Analyse et classification des tweets français parlant du réchauffement climatique et de la sécheresse en utilisant le traitement du langage naturel (NLP) et l'apprentissage automatique.

Language: Jupyter Notebook - Size: 9.1 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0