Projects in Awesome Lists tagged with tfidfvectorizer

https://github.com/ksdkamesh99/phony-news-classifier

Phony News Classifier is a repository which contains analysis of a natural language processing application i.e fake news classifier with the help of various text preprocessing strategies like bag of words,tfidf vectorizer,lemmatization,Stemming with Naive bayes and other deep learning RNN (LSTM) and maintaining the detailed accuracy below

bag-of-words deep-learning fake-news lemmatization lstm-neural-networks multinomial-naive-bayes naive-bayes-classifier natural-language-processing python3 stemming tfidfvectorizer

Last synced: 12 May 2025

https://github.com/nano-bot01/movie-recommender-web-application

Movie Recommendation System based on machine learning concepts

dataset google-colaboratory ipynb ipynb-jupyter-notebook jupyter-notebook machine-learning movie-database movie-recommendation movie-recommendation-system movie-recommendation-web-app movie-recommender movies recommendation-system recommender-system tfidfvectorizer tmdb-api

Last synced: 28 Oct 2025

https://github.com/nano-bot01/fake-news-prediction-system-

Fake News Prediction System using logistic regression, stopwords, nltk

ankit-nainwal classification dataframe fake-news fake-news-classification fake-news-detection logistic-regression machine-learning ml ml-mini-project nano-bot01 nltk pandas python seaborn stopwords text-classification tfidfvectorizer

Last synced: 19 Oct 2025

https://github.com/chiraag-kakar/fund

An NLP model to detect fake news and accurately classify a piece of news as REAL or FAKE trained on dataset provided by Kaggle.

confusion-matrix fake-news machine-learning-algorithms news-article passive-aggressive-classifier project sklearn tf-idf tfidf-text-analysis tfidf-vectorizer tfidfvectorizer

Last synced: 07 May 2025

https://github.com/ramarav/fake_news_detection

Machine learning approach for fake news detection using Scikitlearn

itertools jupyter-notebook jupyter-notebooks machine-learning machine-learning-algorithms machinelearning numpy pandas passiveaggressiveclassifier python python-3 python3 scikit-learn scikitlearn-machine-learning tfidfvectorizer

Last synced: 10 Apr 2026

https://github.com/anshul21107/sms-spam-classifier

SMS Spam Classifier is a machine learning project that classifies SMS messages as either spam or not spam (ham).

naive-bayes-algorithm nltk-library python tfidfvectorizer

Last synced: 13 May 2026

https://github.com/curiousnish/fake-news-detector

Detect FAKE news using sklearn

binary-classification fake-news passive-aggressive-classifier sklearn-vectorizer tf-idf tfidfvectorizer

Last synced: 13 Apr 2025

https://github.com/5hraddha/sentiment-analysis

An innovative system for filtering and categorizing movie reviews

countvectorizer dummyclassifier lgbmclassifier logisticregression matplotlib minmaxscaler nltk nltk-stopwords nltk-tokenizer numpy pandas seaborn spacy tfidfvectorizer torch tqdm transformers

Last synced: 18 Jan 2026

https://github.com/proxzima/movie-recommendation-system

Movie recommendation system using TfidfVectorizer, NearestNeighbors

movie-recommendation nearestneighbors recommendation-system streamlit tfidfvectorizer

Last synced: 02 May 2026

https://github.com/olahsymbo/sentiment-analysis-bert

BERT model based sentiment analysis of tweets

bert keras python sentiment-analysis tfidfvectorizer tweets

Last synced: 05 May 2026

https://github.com/rohit-2301/hiresense

HireSense is an AI-powered resume classifier that uses NLP and Machine Learning to predict the best-fit job role from a PDF resume. Built with Streamlit, it features a clean UI for uploading resumes and instantly suggests roles like Data Scientist, Full Stack Developer, and DevOps Engineer.

joblib ml nlp pymupdf python scikit-learn streamlit tfidfvectorizer

Last synced: 22 Jul 2025

https://github.com/rohith-2/vmd-embedding

Application of VMD in NLP via TF-IDF for better semantic relationships.

decomposition fasttext glove-embeddings natural-language-processing nlp signal-processing tfidf tfidfvectorizer vmd

Last synced: 23 Jan 2026

https://github.com/elmezianech/email-spam-ham-classifier-lr

Email Classifier: A machine learning project using Python that categorizes emails into spam and ham (non-spam). Utilizes the Scikit-Learn library, employing logistic regression and TF-IDF (Term Frequency-Inverse Document Frequency) vectorization for text analysis and classification.

ai emails jupyter-notebook logistic-regression machine-learning ml numpy pandas python spam-detection spam-filtering tfidfvectorizer

Last synced: 09 Apr 2026

https://github.com/athari22/fake-news-detection-using-python

Fake News Detection Using Python

classifier confusionmatrix detection fake-news nlp passiveaggressiveclassifier python tfidfvectorizer wordcloud wordcloud-generator wordcloud-library wordcloud-visualization

Last synced: 29 Apr 2026

https://github.com/asghar-rizvi/email-spam-detector-eda-model-building-and-flask-integration

The Email Spam Detector project uses Python to identify spam emails. It leverages a Kaggle dataset for training, employs TfidfVectorizer for preprocessing, and selects a Naive Bayes model for its performance. The Flask-based web app features an HTML/CSS frontend for user input and spam classification.

datascience eda flask machine-learning modeldeployment naivebayes nlp-machine-learning python spam-detection textclassification tfidfvectorizer webdevelopment