naturallanguageprocessing

A comprehensive reference for all topics related to Natural Language Processing

Projects and useful articles / links

Awesome list (courses, books, videos etc.) and implementation of Machine Learning Algorithms

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

This repo contains my work & The code base for this TensorFlow Developer specialization offered by deeplearning.AI

Using Spacy and NLTK module with Tf-Idf algorithm for text-summarisation. This code will give you the summary of inputted article. You can input text directly or from .txt file, .pdf file or from wikipedia url.

An attempt to predict next day's stock price movements using sentiments in tweets with cashtags. Six different ML algorithms were deployed (LogReg, KNN, SVM etc.). Main libraries used: Pandas & Numpy

SumBot Free Code - AI-Powered Message Summarization ChatBot

Ambiente de Desenvolvimento Integrado (ADI) contando com um explorador de arquivos, editor de código, compilador e outros.

Document based ChatGPT

BookGPTs: Revolutionizing Book Interactions with AI. Create GPTs for any e-book, making technology accessible for all to engage in rich, AI-powered book discussions. No technical expertise required – upload a document and bring your favorite books to conversational life!

Machine translation using the seq2seq model

This is a Flask backend that allows users to upload a PDF file and receive a simplified and humorous explanation of its contents using OpenAI's GPT-3 API. The application uses NLTK to split the PDF text into smaller chunks to stay within the API's maximum token limit, and PyPDF2 to extract the text from the PDF file.

This repository contains code for generating blog content using the LLama 2 language model. It integrates with Streamlit for easy user interaction. Simply input your blog topic, desired word count, and writing style to generate engaging blog content.

In this project our goal is to acheive the problem of converting audio data into textual data.

How to build a chatbot to parse conditional statements

Discover ultra-fast, intelligent AI chat with our voice-enabled chatbot, powered by AI SDK, Groq AI, and Gemini AI. Ideal for customer support, virtual assistants, and interactive apps, offering seamless, real-time conversations. 🚀

This project was done as a part of my internship at Bennet University for in May-June 2020.

A prototype legal text search engine that uses a semantic search algorithm in order to find related keywords and sort the results by relevance.