Projects in Awesome Lists tagged with nltk-python

https://github.com/semanurbilada/chatbot

Developing ChatBot [ open source ]

custom-dataset intents keras keras-neural-networks keras-tensorflow model-training nlp nlp-machine-learning nltk-python numpy open-source pickle tensorflow

Last synced: 15 Nov 2024

https://github.com/curiousitydrives/text-similarity-analysis

bag-of-words cosine-similarity data-analysis machine-learning natural-language-processing nltk-python one-hot-encoding python stemming stop-word-removal stop-words text-mining text-processing text-similarity-analysis tf tf-idf tokenization

Last synced: 20 Dec 2024

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: 22 Dec 2024

https://github.com/primaryobjects/chatbot

LLM chatbot using a private knowledge-base and retrieval augmented generation (RAG).

ai chatbot cohere llm machine-learning nlp nltk nltk-python python rag retrieval-augmented-generation

Last synced: 31 Dec 2024

https://github.com/gakas14/spam_classifier

In this project we are going to Build a spam classifier.

classification-algorithm logistic-regression nltk-python

Last synced: 31 Dec 2024

https://github.com/rhiteshks/blackcoffer-blogs-text-analysis

Web Scraping, Sentimental Analysis and Exploratory Text Analysis on the blogs of Blackcoffer website

nltk-python pandas scraping-python

Last synced: 02 Jan 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.

Last synced: 16 Dec 2024

https://github.com/cur10usitydrives/text-similarity-analysis

bag-of-words cosine-similarity data-analysis machine-learning natural-language-processing nltk-python one-hot-encoding python stemming stop-word-removal stop-words text-mining text-processing text-similarity-analysis tf tf-idf tokenization

Last synced: 07 Nov 2024

https://github.com/amber-abuah/sentiment-analysis

Sentiment analysis using NLTK's Vader Sentiment Analyzer. Text data is classified into three classes: Positive, Negative or Neutral.

nltk nltk-python python sentiment sentiment-analysis sentiment-classification

Last synced: 10 Dec 2024

https://github.com/amber-abuah/chatbot

A chatbot made using Python, Tensorflow and NLTK.

nltk-python python tensorflow

Last synced: 10 Dec 2024

https://github.com/viniciusds2020/nlp_classificacao_texto_spacy

Projeto de Machine learning - Classificação de texto NLTK, SpaCy e Sklearn

logistic-regression machine-learning nlp nlp-machine-learning nltk-python pt-br random-forest-classifier spacy

Last synced: 10 Dec 2024

https://github.com/maximlevchenko/boolean-model-implementations-comparison

The purpose of this project is also to compare the efficiency and performance of two different methods for handling search operations: the inverted index and the term-document matrix

boolean-model document-indexing flask full-stack inverted-index nltk-python python react search-engine term-document-matrix web-application

Last synced: 26 Dec 2024

https://github.com/unknownuser130/disorder-analysis

Made for COMSYS-2023 Track I

classification machine-learning nlp nltk-python

Last synced: 19 Nov 2024

https://github.com/jayanthpotluri5513/deceptive-news-sequencing-using-lstm

A project on Fake news detection using ML and DL approaches

ann deep-learning ensemble-learning keras lstm-neural-networks machine-learning nlp nltk-python tensorflow textpreprocessing tf-idf tokenization

Last synced: 20 Dec 2024

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: 11 Dec 2024

https://github.com/cyberfantics/naturallanguageprocessing

A comprehensive repository for the Natural Language Processing course, featuring lecture notes, slides, and practical implementations of key NLP concepts using Python and popular libraries.

chatbots hacktoberfest lemmatization nltk nltk-python spacy-nlp stemming tokenization transformer

Last synced: 11 Dec 2024

https://github.com/pratishtha-abrol/sentimentanalysis

Logistic Regression: A sentiment analysis case study

logistic-regression nltk-python scikit-learn sentiment-analysis

Last synced: 12 Dec 2024

https://github.com/rogendo/simple-chatbot

This is a simple chatbot using python Natural Language Tool Kit

chatbot nltk-python

Last synced: 11 Nov 2024

https://github.com/ayushverma135/data-extraction-and-text-analysis-using-nlp

The objective of this assignment is to extract textual data articles from the URL and perform text analysis to compute variables.

beautifulsoup4 nlp nlp-machine-learning nltk-python pandas python textblob webscraping

Last synced: 01 Jan 2025

https://github.com/vbhatsaccnt/recommendation_engine

This is a content based movie recommendation engine.

data-science movie-recommendation nltk-python recommender-system tfidf-vectorizer

Last synced: 10 Nov 2024

https://github.com/saba-gul/movie_review_sentiment_analysis

Perform sentiment analysis on the Large Movie Review Dataset using various machine learning algorithms and evaluate their performance.

lemmatization logistic-regression machine-learning-algorithms movie-reviews naive-bayes-classifier nlp-machine-learning nltk-python sentiment-analysis stemming-algorithm stemming-and-lemmatization stemming-porters svm-classifier

Last synced: 14 Nov 2024

https://github.com/saba-gul/spam_detection_using_text_classification

This project aims to build a machine learning model that can classify text messages as either spam or not spam (ham)

fraud-detection ngram-language-model nlp-machine-learning nltk nltk-python sms-messages spam-detection text-classification

Last synced: 14 Nov 2024

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: 10 Nov 2024

https://github.com/mohammad95labbaf/sms-spam-classification

This project employs machine learning to categorize SMS messages as spam or non-spam. The project encompasses data preprocessing, feature extraction, model training, and model evaluation. Additionally, the trained machine learning model is deployed using FastAPI and Flask.

classification fastapi flask flask-application lemmatization logistic-regression machine-learning machine-learning-algorithms multinomial-naive-bayes naive-bayes-classifier nlp nlp-machine-learning nltk nltk-python

Last synced: 14 Nov 2024

https://github.com/alesyarabushka/natural-language-dictionary

nltk nltk-python

Last synced: 24 Dec 2024

https://github.com/ceyhunemre0/turkish-sentiment-analysis

Turkish sentiment analysis with nltk

nlp nltk nltk-python python sentiment-analysis turkish-sentiment-analysis

Last synced: 10 Nov 2024

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: 12 Nov 2024

https://github.com/cyberpsychofc/ml_basics

Personal Lab Notebooks

ann gensim machine-learning nlp nlp-machine-learning nltk-python

Last synced: 09 Nov 2024

https://github.com/anand-gith/tweetsentianalysis

Analyzing correlation of Elon Musk tweets and stock prices of Tesla using Sentiment Analysis

musk nltk-library nltk-python sentiment-analysis stock-prices tesla tweets twitter vader-sentiment-analysis

Last synced: 29 Dec 2024

https://github.com/anurima-saha/yelp_review_classification_with_roberta

Project begins with webscrapping Yelp reviews and rating with 'BeautifulSoup' in Python, followed by Natural Language Processing (text cleaning, removing stopwords, tokenization and lemmatization) using 'NLTK'. RoBERTa from 'HuggingFace' has been fine-tuned for text classification with early stopping and regularization using Pytorch.

beautifulsoup4 deep-learning early-stopping fine-tuning huggingface-transformers large-language-model natural-language-processing nltk-python pytorch roberta-model roberta-tokenizer webscapping

Last synced: 29 Dec 2024