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Projects in Awesome Lists tagged with nltk-python

A curated list of projects in awesome lists tagged with nltk-python .

https://github.com/hukenovs/hh_research

Автоматизация поиска и исследования вакансий с сайта hh.ru (Headhunter) с помощью методов Python. Классификация данных, поиск статистических параметров.

api data-mining development headhunter http json jupyter-notebook machine-learning matplotlib nltk-python numpy pandas parser python research salary statistics

Last synced: 19 Jun 2025

https://github.com/saransh-cpp/ocred

Clever, simple, and intuitive wrapper functionalities for OCRing specific textual materials.

hacktoberfest image-processing nlp nltk-python ocr python tesseract-ocr

Last synced: 14 Apr 2025

https://github.com/watchakorn-18k/language-translation-app-using-ai

🌍 Language Translation App using AI 🗣️ Real-time translation for Thai & English using CHATGPT , BING CHAT and Gemini . Easy-to-use interface.

bard bing-chat chatgpt-api flet-dev github gpt-4 languagetranslationapp nltk-python repository thailand wk-18k

Last synced: 26 Oct 2025

https://github.com/msr8/markify

Markify is an open source command line application written in python which scrapes data from your social media accounts and utilises markov chains to generate new sentences based on the scraped data

cli discord markov-chain markov-chains markov-model markovify nltk-python python reddit scraper twitter

Last synced: 17 Apr 2025

https://github.com/tomalexsmith/bitcoin-sentiment-analysis

Contains code used for my undergraduate dissertation research project centred around sentiment analysis of the Bitcoin cryptocurrency

keras-tensorflow nltk-python pandas-python python scikitlearn-machine-learning sentiment-analysis sentiment-classification

Last synced: 02 Sep 2025

https://github.com/desiFish/Book-Genre-Prediction

The aim of this project is to apply the principles of text mining on a piece of literary text, and categorize it into the genre into which it best fits.

book-genre-prediction linear-regression machine-learning-algorithms nltk-python project statistics svm-model text-classification

Last synced: 03 Apr 2025

https://github.com/desifish/book-genre-prediction

The aim of this project is to apply the principles of text mining on a piece of literary text, and categorize it into the genre into which it best fits.

book-genre-prediction linear-regression machine-learning-algorithms nltk-python project statistics svm-model text-classification

Last synced: 19 Aug 2025

https://github.com/yogeshnile/movies-genre-classification

In this repo i have created a Movies Genre Classification project in machine learning using NLP.

machine-learning movie-genre-classification naive-bayes-classifier nlp nlp-machine-learning nltk nltk-python python3 sklearn wordcloud

Last synced: 02 May 2025

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

A movie recommender system is a system that seeks to predict or filter preferences according to the user's choices. The created Web-App using Python is a similar system, which suggests movies based on the user's liked movies.

machine-learning movie-recommendation-system nltk-python python recommendation-engine recommendation-system streamlit-application

Last synced: 25 Apr 2025

https://github.com/aditeyabaral/natural-language-database-querying

A novel approach to data retrieval from tagged databases using only natural language audio queries

database intel machine-translation nlp nlp-keywords-extraction nlp-machine-learning nltk nltk-python querying speech-recognition

Last synced: 26 Jun 2025

https://github.com/swapnanildutta/social-media-sentiment-analysis-api

This is the API I created for the project on "Sentiment Analysis using Social Media Data".

api flask flask-application machine-learning nltk-python project python3 sentiment-analysis social-media

Last synced: 15 Apr 2025

https://github.com/silvermete0r/qaznltk

A package for working with Kazakh language text processing.

kazakh-language kazakh-latin-alphabet kazakh-translation natural-language-processing nltk-python

Last synced: 30 Apr 2025

https://github.com/solangeug/nltk-book

A Natural Language Processing with Python (NLTK) sandbox project.

natural-language-processing nltk-book nltk-python

Last synced: 18 Mar 2025

https://github.com/krisharul26/text-classification-dbpedia-ontology-classes-using-lstm

Text classification is the task of assigning a set of predefined categories to free text. Text classifiers can be used to organize, structure, and categorize pretty much anything. For example, new articles can be organized by topics, support tickets can be organized by urgency, chat conversations can be organized by language, brand mentions can be organized by sentiment, and so on.

attention-mechanism bagofwords flask-application gensim-doc2vec gensim-word2vec glove-embeddings lemmatization lstm-neural-networks nlp-machine-learning nltk-python restapi-framework rnn-tensorflow stemming tensorflow2 word2vec-embeddinngs word2vec-model

Last synced: 10 Apr 2025

https://github.com/burhanahmed1/TwitSpark

This repository contains a project that demonstrates how to perform sentiment analysis on Twitter data using Apache Spark, including data preprocessing, feature engineering, model training, and evaluation.

apache-spark batch-gradient-descent kmeans-clustering knearest-neighbor-classification machine-learning matplotlib nltk-python numpy pandas pyspark python schotastic-gradient-descent seaborn sentiment-analysis textblob-sentiment-analysis

Last synced: 29 Oct 2025

https://github.com/rajspeaks/machine-learning-approach-to-english-pos-tagging-using-nltk

Machine Learning approach to English Corpus POS Tagging using NLTK. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.

english-language natural-language-processing natural-language-understanding nlp nlp-machine-learning nltk nltk-library nltk-python parts-of-speech postagging rajdeep-das rajspeaks

Last synced: 26 Mar 2025

https://github.com/programminginblood/neuralchat

NeuralChat is a chatbot created in Python using NLTK, Tensorflow, keras, numpy and FastAPI.

ai keras keras-tensorflow ml nltk nltk-python python python3 tensorflow tensorflow2

Last synced: 18 Jul 2025

https://github.com/dheerajgits/skyhack

This repository supports a project aimed improve the efficiency of United Airlines' call center by predicting call handle times using machine learning. It analyzes factors like customer tone, call reason, and high-volume call times. A Flask web app delivers real-time predictions to enhance agent allocation, operations, and service quality.

call-center flask-application ivr machine-learning matplotlib natural-language-processing nltk-python numpy pandas seaborn skyhack

Last synced: 07 Sep 2025

https://github.com/sarthak-0-sach/whatsapp_chat_analyzer_nlp_project

Welcome to the WhatsApp Chat Analyzer! This project is a Streamlit-based web application designed to help you analyze your WhatsApp chat exports. By leveraging Natural Language Processing (NLP) techniques, this app provides insights into your conversations, such as message frequency, most active participants, emoji usage, and more!

chat-analyzer matplotlib natural-language-processing nltk-python pandas python-webapp sentiment-analysis streamlit

Last synced: 18 Mar 2025

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

This recommendation system employs content-based filtering and NLP preprocessing to suggest similar movies based on user preferences and movie data. It fetches movie posters via APIs and is deployed on Streamlit for easy access.

api-request natural-language-processing nltk-python numpy pandas recommender-system streamlit-deployment text-preprocessing

Last synced: 12 Oct 2025

https://github.com/venkat-0706/autotext-gpt

A Next-Word Prediction project uses Transformers and GPT-2 for text generation. GPTTokenizer preprocesses input, and the model is fine-tuned. Evaluation measures accuracy, perplexity, and fluency.

deeplearning gpt-2 gptlhheadmodel huggingface-transformers language-model machine-learning nltk-corpus nltk-python text-analysis tokenizer transfromers

Last synced: 25 Oct 2025

https://github.com/silveirinhajuan/juanprime

I need help to improve my model and database. JuanPrime is a machine learning project built with PyTorch, focusing on creating a Discord bot. It utilizes natural language processing techniques to provide interactive bot functionalities within the Discord platform.

discord discord-bot discord-py machine-learning machine-learning-algorithms nlp nlp-machine-learning nltk nltk-library nltk-python numpy python pytorch

Last synced: 16 Oct 2025

https://github.com/camara94/python-text-mining

In order to be successful in this course, you will need to know how to program in Python. The expectation is that you have completed the first three courses in this Applied Data Science with Python series, specifically Course 1 on Introduction to Data Science in Python and Course 3 on Applied Machine Learning in Python, so that you are familiar with the numpy and pandas Python libraries for data manipulation, and scikit-learn toolkit for machine learning algorithms.

nltk nltk-python python3 text-mining text-mining-analysis text-mining-in-python

Last synced: 09 Apr 2025

https://github.com/ymorsi7/hatespeechnlp

Detecting and analyzing hate speech on videos relating to sexism on a right-wing platform (NLTK, scikit-learn, pandas).

decision-tree-classifier nlp nlp-machine-learning nltk-python pandas scikit-learn tf-idf

Last synced: 16 Mar 2025

https://github.com/dantesc03/web-scraping-trabajo-2

This project is a Python-based web scraper and data analyzer that extracts quotes, authors, and associated tags from the website Quotes to Scrape. It processes the data to create structured CSV files and includes functionalities for filtering and analyzing quotes by tags.

beautifulsoup jupyter-notebook learn nltk nltk-python nltk-tokenizer python web-scraping

Last synced: 13 Apr 2025

https://github.com/simranjeet97/innovative-sentiment-analysis

I created a new technique to do sentiment analysis with 98% probability using multiple techniques combined to from a new method. I made a video on this whole project and show you, how “Next Gen Sentiment” is much better then NLTK, TEXTBLOB or LLMs.

genai genai-sentiment-analysis large-language-models llm llm-sentiment-analysis nltk-python sentiment-analysis sentiment-classification textblob textblob-sentiment-analysis word2vec-embeddinngs word2vec-model

Last synced: 03 Mar 2025

https://github.com/k4u5h4l/sms-spam-filter-nlp

A sms spam classifier in python using NLTK.

jupyter-notebook natural-language-processing nltk-python python

Last synced: 24 Feb 2025

https://github.com/raghavendranhp/dynamic-hotel-recommendation-system-using-nlp

Developing a Python-based system for personalized hotel recommendations. The goal is to match user descriptions with hotel features, enhancing user satisfaction and decision-making in the hospitality industry.

ast lemmatization machine-learning nltk-python numpy pandas stopwords wordtoken-python

Last synced: 13 Sep 2025

https://github.com/arijsaaleh/voice_assistant

A vocal assistant for a university reception that responds to certain topics related to the administration with both languages English and French.

dialogflow langdetect nlp-machine-learning nltk-python pyttsx3

Last synced: 31 Mar 2025

https://github.com/kundan547/mental-health-chatbot

The Mental Health Chatbot is an AI-powered conversational agent that provides users with personalized mental health guidance, self-help resources, and supportive dialogue. It aims to reduce the stigma around mental health by offering a private and safe space for users to share their feelings and receive relevant suggestions.

bootstrep flask mysql-database nltk-python python3 tensorflow

Last synced: 26 Oct 2025

https://github.com/praveendecode/product_sentiment_analysis

This project employs NLTK, Prowebscraper, and Python for sentiment analysis on online product reviews. Through web scraping, EDA, and NLP, it evaluates user satisfaction by comparing actual ratings and sentiment scores

data-analysis data-visualization natural-language-processing nltk-python product-analysis python sentiment-analysis

Last synced: 04 Apr 2025

https://github.com/denizumutdereli/dialogflow_nlp_ai_powered_chat_bot

An ai powered NLP integrated Google Dialogflow Chat Bot - Full App with Python

artificial-intelligence bert chatbot dialogflow nlp nltk-python selenium-python spacy-nlp

Last synced: 27 Feb 2025

https://github.com/dadananjesha/ai-text-humanizer-app

Transform AI-generated text into formal, human-like, and academic writing with ease, avoids AI detector!

ai-humanizer natural-language-processing nltk nltk-python nltk-tokenizer python3 transformers

Last synced: 09 Jul 2025

https://github.com/coderjolly/news-recommender

This is a news recommender system that uses beautiful-soup to scrape news articles, their categories and descriptions to create a data dump. It then uses word embedding techniques such tf-idf, word2vec for content based news recommendation and LightRF, LightFM to explore hybrid and collaborative filtering based recommender models.

collaborative-filtering lightrf nlp-machine-learning nltk-python recommendation-system recommender-system tf-idf-vectorizer

Last synced: 27 Mar 2025

https://github.com/djleamen/music-mood-matcher-demo

An intelligent music recommendation system that analyzes your mood through natural language and suggests personalized playlists using advanced AI and machine learning techniques.

demo machine-learning matplotlib ml natural-language-processing nlp nltk nltk-python numpy openai pandas python scikit-learn seaborn

Last synced: 19 Jun 2025

https://github.com/geo-y20/airlines-reviews-prediction-project

Predict airline review ratings using natural language processing (NLP) techniques. Analyze customer feedback to estimate satisfaction levels and improve service quality in the airline industry.

nlp nlp-machine-learning nltk-python

Last synced: 21 Jun 2025

https://github.com/kurai-sx/data-extraction-and-sentiment-analysis-using-nlp

In this repository, you will be able to get how to extract text from the title and content from any article. Also using this extractede data to define the sentiment of the sentence.

ai data-extraction data-science machine-learning nlp nltk-python python sentiment-analysis tensorflow text-analysis

Last synced: 21 Jun 2025

https://github.com/oussama-zbair/sentiment-analysis

Sentiment analysis tool scraping Arabic comments displaying results.

beatifulsoup nltk-python python web-scraping

Last synced: 25 Jun 2025

https://github.com/q-maze/exploringthenews

Exploratory text analytics project to examine cultural trends through analysis of 2016-2017 news articles.

news nltk-python sentiment-analysis sentiment-classification word-em

Last synced: 31 Oct 2025

https://github.com/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.

natural-language-processing nlp nlp-library nlp-machine-learning nltk-library nltk-python

Last synced: 30 Mar 2025

https://github.com/jromero132/bachelor_thesis_code

Code of my Bachelor Thesis in Computer Science at the University of Havana, Cuba.

artificial-intelligence medline medlineplus natural-language-processing nlp nltk nltk-python ontology-learning python3 spacy spacy-nlp

Last synced: 07 Apr 2025

https://github.com/amishmathur1/resumeats

✨ With Resume ATS Analyzer, users can improve their resume quality, boost ATS compatibility, and increase their chances of landing interviews — all with smart AI assistance.

express-python matplotlib-python nltk nltk-python numpy openai-api pandas plotly plotly-dash plotly-express pypdf2 python streamlit wordcloud

Last synced: 26 Jul 2025

https://github.com/meqdaddev/articles-news-scraping-summarizing

Simple program for scraping and summarizing the news articles using Python Libraries: nltk & newspaper.

machine-learning nlp nltk nltk-python python text-processing

Last synced: 27 Jul 2025

https://github.com/ajaykumar095/natural_language_processing

Explore cutting-edge Natural Language Processing (NLP) techniques in this GitHub repository. Includes pre-trained models, custom NLP pipelines, text preprocessing tools, sentiment analysis, text classification, and more. Ideal for research, learning, and deploying NLP solutions in Python.

ann nltk-python python rnn spacy tensorflow text-preprocessing textblob

Last synced: 20 Sep 2025

https://github.com/rayyan9477/sentiment-analysis-model

This project implements a comprehensive pipeline for cleaning and processing text data, followed by training and evaluating machine learning models for sentiment analysis. It leverages Python, NLTK for natural language processing, scikit-learn for machine learning tasks, and Plotly for data visualization.

data-science machine-learning machine-learning-algorithms natural-language-processing nltk-python python sentiment-analysis

Last synced: 10 Nov 2025

https://github.com/amhsirak/sentiment-analysis-api

Restful sentiment analysis API with HapiJS

nltk-python nodejs restful-api sentiment-analysis

Last synced: 22 Aug 2025

https://github.com/shibam120302/email-spam-classifier

End to end code for the email spam classifier project

juypter-notebook nltk-python selenium webscraping

Last synced: 15 Mar 2025

https://github.com/bieanimaton/emotions-mineration

Machine Learning project that mine your emotion in one sentence.

emotion-detection machine-learning nltk-python python3

Last synced: 05 Mar 2025

https://github.com/jalfr3d/sentiment-analysis-webapp

A sentiment analysis plotted in a webapp using streamlit and journals entries, it show the positivity or negativity for every entry

nltk-python plotly-python plotting python sentiment-analysis streamlit webapp

Last synced: 10 Jun 2025

https://github.com/mmaithani/chatbot

XARET is a unified Natural language processing personal chatbot with pubic api usage and trainable model capabilities created by Mohit

chatbot flask nltk-python python

Last synced: 03 Apr 2025

https://github.com/snacsnoc/event-classifier-entity-recognition

Custom classifier and named entity recognition models using Python for use with scheduling and events

named-entity-recognition ner-project-with-spacy nltk-python text-classifier

Last synced: 16 Mar 2025

https://github.com/datarohit/disaster-tweet-classification

This is a Dataset from Kaggle for practicing NLP using nltk. The tweets are classified based on the sentiments of the tweets. I used CountVectorizer to convert text to vectors to be put in Classification model.

classification-algorithm nlp-machine-learning nltk-python pandas sklearn

Last synced: 09 Apr 2025

https://github.com/singhkunwardeep/twitter_sentiment_analysis

A machine learning project to classify Twitter sentiment into positive, negative, categories using Logistic Regression and TF-IDF Vectorization. This project involves data preprocessing, feature extraction, model training, and evaluation of the sentiment of tweets. Built with Python, NLTK, and Scikit-learn.

logistic-regression nltk-python pandas-dataframe python3 scikit-learn tfidf-vectorizer

Last synced: 28 Apr 2025

https://github.com/md-emon-hasan/nlp-codebasics

Collection of basic Natural Language Processing examples that cover essential techniques like tokenization, text representation, and text classification.

bag-of-words bow gensim gensim-word2vec lematization nlp nlp-library nlp-machine-learning nltk nltk-python python3 spacy text-classification text-processing tokenization

Last synced: 13 Oct 2025

https://github.com/harsh0713/sms-spam-classification

The "SMS Spam Classification" project aims to develop a machine learning model to automatically identify and classify SMS messages as either spam or legitimate (ham).

bernoulli gaussian-naive-bayes jupyter-notebook multinomial-naive-bayes nltk-python punkt python sklearn-library stopwords streamlit string

Last synced: 18 Oct 2025

https://github.com/lucasspinola/apibot-nlp

Foi feito um motor de NLP em uma api com fastapi e NLTK, para desenvolvimento de um Bot Educacional.

docker fastapi nltk nltk-python

Last synced: 27 Oct 2025

https://github.com/romiras/url-word-counter

Counts words from scraped URL in Flask

demo flask message-queue nltk-python python3 text-processing

Last synced: 12 Aug 2025

https://github.com/play3rzer0/wordcount

Using NLP To Find Most Common Words In Text Documents

natural-language-processing nlp nltk-python python text-processing

Last synced: 20 Aug 2025

https://github.com/dineshdhamodharan24/data_science_final_project

Customer Insights & Recommendation System: Harnessing Decision Tree, Logistic Regression, and Random Forest models for behavior analysis. Utilizing EasyOCR and Python Imaging Library for image information extraction. Employing NLTK for sentiment analysis on textual data

classification final-project guvi-projects image-processing nltk-python numpy ocr pandas recommendation-system sentiment-analysis sklearn-library streamlit text-processing worldcloud

Last synced: 10 Oct 2025

https://github.com/sudarshanc00/movie-recommendation-system

This project is a content-based movie recommendation system built using Python and Streamlit. The system suggests movies similar to a user-selected movie by analyzing plot descriptions and using machine learning techniques like cosine similarity.

cosine-similarity countvectorizer nltk-python python recommender-system

Last synced: 03 Apr 2025

https://github.com/johannaschmidle/ufo-project

Exploring the Relationship Between UFOs, Location, Time, and Human Emotion [SQL, Python]

cluster-analysis data-exploration eda k-means-clustering location-analysis nltk-python sentiment-analysis time-analysis ufo-sightings wordcloud

Last synced: 23 Aug 2025

https://github.com/tech-spookezz/chatbot-nlp

An attempt to build AI powered NLP chatbot using NLTK and TENSORFLOW

chatbots nlp-machine-learning nlp-parsing nltk-python pandas python tensorflow-tutorials

Last synced: 24 Aug 2025

https://github.com/shz-code/chatbot_web_railway

Contextual chatbot web app using Django

chatbot django nltk-python

Last synced: 25 Aug 2025

https://github.com/silky-x0/spam-detector

An machine learning algorithm to detect spam emails or such.

jupyter-notebook nltk-python pandas python3 scikit-learn

Last synced: 27 Aug 2025

https://github.com/hedriss10/analyzer_using_python

" analyzer_fynance_python "

google nltk-python python

Last synced: 27 Aug 2025

https://github.com/Marcozaa/tweet-data-analysis

Search for a topic and see what other people say about it.

ai flask nltk-python python twitter

Last synced: 11 Mar 2025