GitHub topics: nltk-library

Repositories

Akshitkaushik/sentiment_analysis

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MariferT/PythonCodes

Python source codes

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sanjanagawh9443/Proj_3_Sentiment_Analysis_Customer_Reviews

The objective of this project is to classify whether upcoming product will have positive or negative Sentiment.

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The application makes a processes a resume (from a PDF) and a job posting (scraped via WebBaseLoader) to extract structured JSON data using langchain-groq. It employs NLP techniques (nltk, scikit-learn) to preprocess text and calculate an ATS compatibility score (36.28%) via cosine similarity, indicating a moderate resume-job match.

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tanujgupta18/Sentiment-Analysis-of-Amazon-Reviews

Sentiment analysis of Amazon customer reviews using VADER and RoBERTa Transformers. Compares the results of both approaches to understand their differences and insights.

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thitirat-mnc/DataSci-ML-Portfolio

A compilation of my projects in Data Science, Artificial Intelligence, Machine Learning, Natural Language Processing, and Data Analytics

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mrqadeer/text_prettifier

Python library designed to clean and preprocess text data by removing unwanted elements such as HTML tags, URLs, numbers, special characters, emojis, contractions, and stopwords. It offers flexible functionality, including options to return text in lowercase and as a list of tokens.

Language: Python - Size: 26.4 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

pranavOfficial-16/Toxic-Comments-Classifier

This project aims to build a machine learning model capable of classifying Wikipedia comments into six different categories of toxicity: toxic, severe_toxic, obscene, threat, insult, and identity_hate.

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nasim-raj-laskar/Chat-Bot

This project features a chatbot application built using Python and PyTorch. The chatbot is designed to interact with users based on predefined intents and provide responses using a neural network model.

Language: Python - Size: 44.9 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

nick-peter-marcus/popculture-platform-sentiment-analysis

Analyze Sentiment of Postings on a Pop Culture Entertainment Website

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maheshvarade/Enron-Spam-Detection-using-NLP-ML

This project leverages the Enron email dataset to build a spam detection model using classical machine learning techniques. The model processes and classifies emails based on their subject lines and message bodies, with a final accuracy of 90–91% using Logistic Regression and Multinomial Naive Bayes classifiers.

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Film2549/Data-Analysis-of-a-Simulated-Marketing-Business-Case-Using-Python-SQL-and-Power-BI

Data Analysis of a Simulated Marketing Business Case Using Python, SQL and Power BI

Language: Python - Size: 10.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

Shakilgithub20/News-Classification

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s-204-cmd/HealthCare-Chatbot

AI-Powered Healthcare Assistant Chatbot 🤖💙 This project is an AI-driven virtual healthcare assistant designed to help users with medical inquiries, symptom analysis, and appointment scheduling. Built using Python, Streamlit, and Natural Language Processing (NLP), it provides an interactive and user-friendly experience for healthcare guidance.

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akunna1/NP-Evaluation

ATS+ code and file conversion code for Neptune Technologies' job application platform

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mounishvatti/SteamScrape

Ever wondered what players really think about a game before you dive in? This project does just that! By scraping Steam game reviews, we not only gather user feedback but also run some sentiment analysis to understand if the community is loving it or hating it.

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ap-dev-github/sentiment-analyzer-api

A lightweight, scalable, and serverless API for real-time sentiment analysis. Built using Flask, NLTK's SentimentIntensityAnalyzer, and deployed on AWS Lambda with the Serverless Framework, it efficiently classifies text as positive, negative, or neutral.

Language: Python - Size: 152 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

rexa0310/sentimental_analysis

Classification of sentences according to their underline sentiments.

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Arif-miad/Mental-Health-Status-Dataset-for-AI-and-Sentiment-Analysis-

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herales3698/proyecto_final_talento_tech

Este es un repositorio que tiene un chatbot capaz de dar recomendaciones basadas en el consumo de energia

Language: Python - Size: 32.2 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

hb20007/hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

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WasifSohail5/SpamShield

Spam Shield is a machine learning-based web application that classifies emails as spam or ham (not spam). It uses three different machine learning models to ensure accurate classification and is built with Streamlit for an interactive web interface.

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04bhavyaa/movie-genre-prediction

This project implements preprocessing, feature engineering, and multiple machine learning models to build a robust genre classification system.

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sidhyaashu/NLP

Comprehensive guide on Natural Language Processing (NLP)!

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pushpendrapratap/Word-Sense-Disambiguation-WSD-system

In this, I have created, trained and evaluated a WSD system using the SENSEVAL corpus based on the vector space model (VSM).

Language: Python - Size: 10.2 MB - Last synced at: about 2 months ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

EPSOFT/text-generation-stopword

text generation stopword

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John940/Inverted-Index-with-Bm25Rank

Inverted index using NlTK library and Bm25 rank library

Language: Python - Size: 4.88 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

huseyincenik/nlp_natural_language_processing

NLP (Natural Language Processing)

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rani-sikdar/Natural-Language-Processing-NLP-Learning

A comprehensive repository of study materials, tutorials, and code implementations for Natural Language Processing (NLP). Includes topics like text preprocessing, embeddings, sentiment analysis, machine translation, and more. Ideal for learners and practitioners exploring the field of NLP.

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Onome-Joseph/text-preprocess

This is a well-built text preprocessing package.

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04bhavyaa/sms-spam-classification-system

A Machine Learning project that identifies whether a given message is spam or not. It uses Natural Language Processing (NLP) techniques (Stemming and TF-IDF Vectorization) for text transformation and a trained Multinomial Naive Bayes Classifier for predictions.

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04bhavyaa/nextjam-music-recommender-system

In-Progress

Language: Python - Size: 4.88 KB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Arsh2k01/UTrack Fork of caciitg/UTrack

UTrack analyses the user's tweets and finds the level of Loneliness, Stress, and Anxiety, and their trends over time

Language: Python - Size: 56.9 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 5

sofiasawczenko/analyzing_text_sentiment

Project that preprocess textual data using Python libraries such as NLTK, TextBlob, and Newspaper3k. It covers how to scrape articles, clean and process text data, and analyze its sentiment.

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Dev-infinite0/SentiAnalyzer-NLP-project

A FastAPI-based web service that performs sentiment analysis on text input using NLTK (Natural Language Toolkit). This service provides sentiment scores indicating whether the input text expresses positive, negative, or neutral sentiment.

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walterdev710/chatbot

AI chatbot that can understand natural language, created in Python.

Language: Python - Size: 1.95 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

krik8235/ml-project-sentiment-analysis

Build a machine learning model for sentimental analysis using NLTK.

Language: Python - Size: 148 KB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SartHak-0-Sach/Movie-Recommender-System

A Python-based web application that leverages Natural Language Processing (NLP) to recommend movies based on user preferences, including cast, genres, and production companies. Using the bag-of-words approach, the app compares movie attributes to suggest the best match.

Language: Python - Size: 9.1 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

ivedants/Naive-Bayes-Spam-Email-Classifier

An implementation of an email spam filter using Naive Bayes method. Observed accuracy: 96.98%

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SKJNR/App-s-Review-Sentiment-Analysis

Perform Sentiment Analysis on App's Review Data

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AdesharaBrijesh/HealthCare-Chatbot

HealthCare Chatbot is an AI-powered assistant designed to provide initial medical guidance and appointment scheduling. It uses natural language processing to understand user symptoms, suggest potential conditions, and offer basic health advice.

Language: Python - Size: 38.1 KB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

sukanyadutta52/Sentiment-Analysis

An Analysis of How Machine Perceives Women and How Women Feel about Themselves As a Result of This Perception: Sentiment Analysis

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Ahmed-AI-01/NLP

this repo will include all my work regarding NLP

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NhanPhamThanh-IT/NLTK-Guide 📦

A comprehensive guide to using the Natural Language Toolkit (NLTK) for text analysis in Python. This repository includes tutorials, examples, and best practices for leveraging NLTK’s powerful features to analyze and process textual data.

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AtheerAlzhrani/nlp_projects

NLP projects, which I worked on utilising different natural language processing libraries's.

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machphy/twitter_sentiment_analysis

Classify tweets as positive or negative using the Naive Bayes classifier with NLTK. This project processes tweets from the `twitter_samples` dataset, extracts features, and trains a sentiment analysis model.

Language: Python - Size: 871 KB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

RobertoSoler/telegram-chatbot-analysis

Aplicação que captura mensagens de um grupo de Telegram e as armazena diariamente em arquivos, utilizando AWS S3 para armazenamento em nuvem. Em seguida, as mensagens são analisadas com foco em sentimento, menções a produtos da empresa e detecção de intenção de compra. O processamento é automatizado em batch usando funções Lambda da AWS.

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weblineindia/AIML-NLP-Text-Scoring

A Python based AI ML package for generating the best matching text from a paragraph for a given keyword/sentence.

Language: Python - Size: 89.8 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 1

ykgautam09/movie-recommendation

A recomendation engine for movies which is able to generate no of recomendation for a given choice of a movie using NLP and python.

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Harshit-Sinha-49/YouTube-view-prediction-model

YouTube View Count and Viewers Analysis Model

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Vishnu8299/new-s-web-scraping-

News Article Scraper is a Flask application that scrapes articles from Hindustan Times, summarizes them, and provides a downloadable JSON file with article details, including title, summary, publish date, and image URL.

Language: Python - Size: 15.6 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

AqueeqAzam/natural-language-processing-using-nltk

This repository contains a collection of Python scripts and notebooks demonstrating various natural language processing (NLP) techniques using the Natural Language Toolkit (NLTK) library.

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Vivekroy286/Twitter_data_radicalization

Project using Naive Bayes, SVM, CNN, LSTM, etc.

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festusmaithyakcau/AI_Chat_Bot-Festus-Virtual-Assistant

I recently dived into the AI spce and came up with a bot which can be embedded on a website to help users navigate through the web context when customer service agents are offline... Probably it's a good move since it's my first time developing a machine learning model.You can send a PR where possible 🤝🤓🤝

Language: Python - Size: 89.8 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1

ns-nexus/Sentiment-Analysis-on-Amazon-Reviews

This project aims to analyze sentiment from Amazon reviews using natural language processing (NLP) techniques. By leveraging machine learning algorithms, we classify reviews as positive, negative, or neutral, providing insights into customer satisfaction and product feedback.

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pratikwatwani/Sentiment-Analysis-on-service-reviews

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fitnesswanderer/django-bot-qatar

A machine learning based intelligent chatbot designed to provide human-like conversation using Django and python

Language: Python - Size: 82 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

AmitOmjeeSharma/Stock-Market-Predication

This project combines machine learning and natural language processing to predict stock prices. By integrating historical market data with sentiment analysis of news headlines, the model aims to provide accurate and insightful predictions.

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ChamodhPasindu/Chat-Bot

Implementation of python chatbot using NLTK library

Language: Python - Size: 396 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

salma-4/NLP-Task

Preprocessing using NLTK ,SPACY

Language: Python - Size: 24.8 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Krishss2006/Python-s-Project-by-none-other-than-me.

Here, you get the most advanced python project to impress your crush [By the way I'm lying your crush only hates you If you try to impress her by these projects].

Language: Python - Size: 92.8 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

akunna1/Data-Mining-Resumes

Data Mining the Resumes of Software Engineers

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SarthakRana/Natural-Language-Processing-in-Python3

This repo contains basic tutorial on how to get started with the fundamentals of NLP and a few projects like Twitter Data Sentiment Analysis, Restaurant Reviews, etc

Language: Python - Size: 17.6 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

abdumalikh44/Natural-Language-Processing-Practice

Mostly using Google Colab

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NityaVerma19/IMDB-DATA-ANALYSIS

Performing textual analysis on IMDB movie dataset using NLP

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saikumarsuvanam/NaturalLanguageProcessing

Semantic Search-Solr with NLP techniques

Language: Java - Size: 3.74 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

nirdesh17/movie-recommender-system

A movie recommendation system, is an AI/ML-based approach to filtering or predicting the users’ film preferences based on their past choices and behavior. It’s an advanced filtration mechanism that predicts the possible movie choices of the concerned user and their preferences towards a domain-specific item, aka movie.

Language: Jupyter Notebook - Size: 8.77 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

charliemarshall1996/lom

Language of Music - Topic modelling of over 5 million lyrics.

Language: Jupyter Notebook - Size: 66.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

limkhashing/Customer-Experience-Management-System

Sentiment Analysis for customer experience

Language: Python - Size: 23.4 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

subhadeep-123/Sentiment-Analysis

In this repository I have implemented Sentiment analysis in twitter dataset and dataset

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shruti-2412/Sentimental-Analysis-using-NLP

Size: 516 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

agaraman0/Fundamentals-Of-NLP

Natural language Processing

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maryamsoftdev/Sentiment-Analysis-Using-Natural-Language-Processing-NLTK-

learning python day 15

Language: Python - Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

ShrustiMT/Codsoft-GENRE-CLASSIFICATION

Using Multinomial Naive Bayes, this code snippet illustrates a text classification task. It starts by loading training and testing data sets containing text descriptions and the associated genres.

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ShrustiMT/Codsoft-Spam-Ham-classification

In the spam email dataset, this Python code snippet is performing text classification using support VectorSVM.

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Mussabat/News_Paper_Summarizer

Language: Python - Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

TGDivy/MBTI-Personality-Classifier

A model which uses your social media posting predict your MBTI personality type.

Language: Jupyter Notebook - Size: 931 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 60 - Forks: 17

emasa/UPC-MAI-INLP

Introduction to Natural Language Processing - Master in Artificial Intelligence - UPC

Size: 4.11 MB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

nitinjosephrepo/Natural-Language-Processing-Projects

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sednabcn/Python-NLTK

This repository describes NLTK methodology applied to Machine Learning

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Mohamed2del/NameClassifier

Simple Supervised learning algorithm with nltk to classify names (male or female)

Language: Python - Size: 1.95 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

akebu6/EcoRead

Uncover the hidden insights in climate change-related text data to better understand the impact and take informed actions.

Language: Python - Size: 2.43 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

hb20007/greek-dialect-classifier

Classifier that identifies Greek text as Cypriot Greek or Standard Modern Greek

Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 3

rsher60/Sentiment-Analysis-by-combining-Machine-Learning-and-Lexicon-Based-methods

This project is on twitter sentimental analysis by combining lexicon based and machine learning approaches. A supervised lexicon-based approach for extracting sentiments from tweets was implemented. Various supervised machine learning approaches were tested using scikit-learn libraries in python and implemented Decision Trees and Naive Bayes techniques.

Language: Python - Size: 6.36 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 16 - Forks: 4