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

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

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.

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

Document based ChatGPT

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

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.

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!

How to build a chatbot to parse conditional statements

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

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

Various experiments in parsing and natural language processing in the Forth language for the Apple II

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

Sentiment Analysis of Tweets for a renowned shoe brand

a repo for everyday Natural Language Processing in Python