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GitHub topics: tfidfvectorizer

Akitaluja/creating-tabular-data-from-word-forms

Creating a table/csv from multiple word form files

Language: Python - Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

sumanthgubbala/Fake-News-Prediction

Language: Jupyter Notebook - Size: 44.9 KB - Last synced at: 16 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

rosasbehoundja/Sentiment_analysis_Python

Sentiment Analysis project - Python & Streamlit

Language: Jupyter Notebook - Size: 39 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

ridhika123269/Movie-Recommendation-System-using-ML

This projects aims to recommend movies to the user based on high similarity scores among them.

Language: Jupyter Notebook - Size: 6.09 MB - Last synced at: 8 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 679 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

huangjunxin/Lite-sklearn-TfidfVectorizer

A Lite Implementation of sklearn TfidfVectorizer

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Rohith-2/VMD-Embedding

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

Language: Jupyter Notebook - Size: 28.1 MB - Last synced at: 8 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

nano-bot01/Movie-Recommender-Web-Application

Movie Recommendation System based on machine learning concepts

Language: Jupyter Notebook - Size: 2.31 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

nano-bot01/Fake-News-Prediction-System-

Fake News Prediction System using logistic regression, stopwords, nltk

Language: Jupyter Notebook - Size: 20.5 KB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

RohiniMeghana/Flipkart-Sentimental-analysis

This project is based on the analysis of the reviews and ratings user gives on Flipkart to make others aware of their experience and moreover about the quality of the product and brand. So, by analyzing that data we can tell the users a lot about the products and also the ways to enhance the quality of the product.

Language: Jupyter Notebook - Size: 1.03 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

5hraddha/sentiment-analysis

An innovative system for filtering and categorizing movie reviews

Language: Jupyter Notebook - Size: 23.8 MB - Last synced at: 17 days ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

bhaskrr/amazon-books-4-class-rating-prediction

This repository holds the dataset and notebooks for the Amazon Books dataset 4 class Rating prediction

Language: Jupyter Notebook - Size: 578 KB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

PROxZIMA/Movie-Recommendation-System

Movie recommendation system using TfidfVectorizer, NearestNeighbors

Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

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

Language: Jupyter Notebook - Size: 40.2 MB - Last synced at: 21 days ago - Pushed at: almost 5 years ago - Stars: 11 - Forks: 1

AndreisSirlene/Sentiment-analysis-reviews

Amazon reviews Sentiment Analysis

Language: Jupyter Notebook - Size: 17.3 MB - Last synced at: 12 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Serfati/imdb_nlp

:robot: Sentiment Analysis using IMDb Reviews. The project contains TfidfVectorizer for representing text in numeric form. :movie_camera:

Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

SannketNikam/Intents-based-Chatbot

Intents-Based Chatbot with Streamlit

Language: Jupyter Notebook - Size: 112 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

LaurentVeyssier/Text-Classification-with-3-key-NLP-techniques

Use Key NLP techniques to classify news articles into categories: Bag_of_Words (tf-Idf), word embeddings and BERT language model

Language: Jupyter Notebook - Size: 25.8 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

kirankonduru3/Movie-reccomendation-system

A content-based recommender system that recommends movies similar to the movie plot and description

Language: Jupyter Notebook - Size: 8.67 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

RalphGradien/HomeWorkoutRecommendations

This Python-based web application, built on the Flask platform, utilizes a powerful Content-Based Filtering Algorithm to provide personalized excercise recommendations based on user preferences and historical interactions.

Language: Python - Size: 92.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

ramarav/Fake_News_Detection

Machine learning approach for fake news detection using Scikitlearn

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 3 days ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

Russolves/Grade-Report-A.I.

Program that can take in large amounts of .csv files in the same directory and trains a deep learning neural network model based on the best/worst students evaluated by the user. Second program then utilizes the model from the first program to produce a projected report for each individual student inputted.

Language: Python - Size: 201 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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.

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

aknafu12/end-to-end-chatbot-python

This project is a Python-based data science end-to-end chatbot designed to autonomously handle conversations without the need for human intervention. Leveraging advanced natural language processing (NLP) techniques and machine learning algorithms, the chatbot is capable of understanding user queries, providing relevant responses.

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Anshul21107/SMS-Spam-Classifier

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

Language: Jupyter Notebook - Size: 891 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

NamrataThakur/Personalised-Cancer-Classification

Language: Jupyter Notebook - Size: 2.26 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

yussrael/Movies-Recommendation-System

feature extraction, Vectorization, similarity scores, finding closest match to user input, find index, enumerate similarity, give recommendations.

Language: Jupyter Notebook - Size: 231 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

kuldeep27396/Real_News

Learned to detect fake news with Python. We took a political dataset, implemented a TfidfVectorizer, initialized a PassiveAggressiveClassifier, and fit our model. We ended up obtaining an accuracy of 92.82% in magnitude.

Language: Jupyter Notebook - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

elifsare/email-spam-detection

Language: Python - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

harshith20/emotion_detector

Machine learning model to predict emotions throught text

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

mo-inkhan/TF-IDF-Vectorizer

Compute the TF-IDF matrix from a collection of documents to measure the importance of words for text analysis and information retrieval tasks.

Language: Python - Size: 0 Bytes - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Shubha23/Fake-News-Detection-Text-Preprocessing-and-Classification

Fake new detection using text classification as real or fake news segments. Required installations - Python 3.8, NLTK, Scikit-Learn, Jupyter. Text cleaning, tokenization, vectorization, classification model generation and evaluation.

Language: Jupyter Notebook - Size: 11 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

curiousnish/fake-news-detector

Detect FAKE news using sklearn

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Thilagavijayan/Data_Dredge

This webapp helps to find the inaccurate information around the world through news

Size: 1.08 MB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

Bakar31/Resume-Match-NLP

Hire the Perfect candidate. HackerEarth Competitions solution.

Language: Python - Size: 3.87 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

rochitasundar/Twitter-Sentiment-Analysis

Data consists of tweets scrapped using Twitter API. Objective is sentiment labelling using a lexicon approach, performing text pre-processing (such as language detection, tokenisation, normalisation, vectorisation), building pipelines for text classification models for sentiment analysis, followed by explainability of the final classifier

Language: Jupyter Notebook - Size: 3.71 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

AVINEET-Singh/Movie-Recommendation_System

In this project we are comparing two approaches for movie recommendation for a new user or existing user based on their age, gender, occupation.

Language: Python - Size: 4.83 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

Athari22/Fake-News-Detection-Using-Python

Fake News Detection Using Python

Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

pemagrg1/Magic-Of-TFIDF

TFIDF being the most basic and simple topic in NLP, there's alot that can be done using TFIDF only! So, in this repo, I'll be adding the blog, TFIDF basics, wonders done using tfidf etc.

Language: Jupyter Notebook - Size: 465 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 2

chandlergibbons/Machine-Learning-Medical-Transcription-Project Fork of AliceSartori/NLP_AND_Clinical-Notes

For our final project, our group chose to use a dataset (from Kaggle) that contained medical transcriptions and the respective medical specialties (4998 datapoints). We chose to implement multiple supervised classification machine learning models - after heavily working on the corpora - to see if we were able to correctly classify the medical specialty based on the transcription text.

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

anweasha/Detecting-Fake-News

A machine learning model for detecting fake news

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

bumblebee26/TheSocialComment-Challenge

Posts/Feeds recommendation engine based on content based and collaborative filtering methods

Language: Jupyter Notebook - Size: 211 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 1

sanjjayrj/Chatbot-NLTK

A Simple conversational chatbot built using NLU concepts. The project uses reddit comments taken from 2015, which has about 1.7 billiion interactions.

Language: Python - Size: 26.4 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Fail-Capstone/ultimate_chatbot_core_old

Language: Python - Size: 1.44 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

wolfsinem/product-tagging

Part of an internal project for my internship

Language: Jupyter Notebook - Size: 17.5 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

olahsymbo/sentiment-analysis-bert

BERT model based sentiment analysis of tweets

Language: Python - Size: 1.08 MB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 22 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

SonicStrain/News-Reliability-tester

Detecting 'FAKE' news using machine learning.

Language: Python - Size: 8.14 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Related Keywords
tfidfvectorizer 48 machine-learning 15 python 12 nltk 9 pandas 9 logistic-regression 7 sklearn 6 fake-news 6 numpy 6 nlp-machine-learning 6 nlp 6 passive-aggressive-classifier 5 python3 5 machinelearning 4 jupyter-notebook 4 tfidf 4 machine-learning-algorithms 4 natural-language-processing 3 movie-recommendation 3 tfidf-vectorizer 3 data-science 3 seaborn 3 text-classification 3 scikit-learn 3 matplotlib 3 passiveaggressiveclassifier 3 streamlit 3 sentiment-analysis 3 cosine-similarity 3 flask 3 movies 2 recommendation-system 2 recommender-system 2 countvectorizer 2 movie-recommendation-system 2 chatbot 2 tf-idf 2 tqdm 2 fake-news-detection 2 ml 2 deep-learning 2 wordcloud-visualization 2 nltk-library 2 stopwords 2 lemmatization 2 textclassification 2 similarity-score 2 logisticregression 2 gridsearchcv 2 spam-detection 2 content-based-recommendation 2 multinomial-naive-bayes 2 random-forest 2 collaborative-filtering 2 plotly 1 regex 1 sentiment-classification 1 pipeline 1 linearsvc-model 1 feature-importance 1 resume 1 ssl 1 naive-bayes-algorithm 1 genetics 1 hashed-features 1 kaggle-competition 1 multi-class-classification 1 response-coding 1 data-visualization 1 difflib 1 data-cleaning 1 diary 1 emotion-detection 1 html-css-javascript 1 sqlite 1 textpreprocessing 1 information-retrieval 1 tfidf-matrix 1 news 1 text-processing 1 binary-classification 1 sklearn-vectorizer 1 randomforest 1 yellowbrick 1 content-based-filtering 1 cosinesimilarity 1 rae 1 recommendation-engine 1 rmse 1 cosine-similarity-scores 1 hashvectorizer 1 reddit-comments 1 svm-model 1 linearsvc 1 product 1 tagging 1 bert 1 keras 1 tweets 1 confusion-matrix 1