tfidf 开源项目推荐（1,734 个）

PaulMcInnis /JobFunnel

将招聘网站抓取到一个没有重复内容的电子表格中。

lofcz /Infidex

基于模式识别的高性能.NET搜索引擎。

bijoyandas /Hands-On-Natural-Language-Processing-with-Python

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

williamscott701 /Information-Retrieval

Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:

AmirhosseinHonardoust /Fake-News-Detector

A professional TF-IDF + Logistic Regression style-risk classifier for educational fake-news detection, with a Streamlit dashboard, honest evaluation, uncertainty handling, and leakage analysis.

riochr17 /Analisis-Sentimen-ID

Analisis Sentimen Twitter dengan TFIDF-ANN

andrewtavis /kwx

BERT, LDA, and TFIDF based keyword extraction in Python

winkjs /wink-bm25-text-search

Fast Full Text Search based on BM25

xndien2004 /LLM_Powered_Video_Search

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

castnettech /mnemosyne

State aware knowledge compression, ingestion, and hybrid retrieval engine. Zero dependencies. Sub-100ms queries.

aasimansari1 /fake-news-detector

📰 NLP fake news detector — TF-IDF + scikit-learn + Flask | 95% accuracy, confidence scores

NISH1001 /tag-generator

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

faizann24 /phishytics-machine-learning-for-phishing

Machine Learning for Phishing Website Detection

zayedrais /DocumentSearchEngine

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

ongteckwu /hercules

Detect plagiarism of Github repositories in someone else's code

MrJay10 /banking-faq-bot

This is retrieval based Chatbot based on FAQs found at a banking website.

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

NLP tutorial

shawroad /NLP-Project

Here I sort out some small projects I did in the process of learning NLP.

AmirhosseinHonardoust /Fake-Review-Detector

An AI-powered Fake Review Detector built with Python, Streamlit, and Scikit-learn. Uses TF-IDF vectorization, Logistic Regression, and behavioral text analytics (sentiment, exclamations, clichés) to identify synthetic or spammy product reviews. Includes training scripts and a full interactive dashboard.

mdsalnikov /tf-idf_and_k-means

Text clustering with K-means and tf-idf