NLP model and tech for cyber security tasks

The Continuous Bag-of-Words model (CBOW) is frequently used in NLP deep learning. It's a model that tries to predict words given the context of a few words before and a few words after the target word.

Enjoy major NLP Projects. I used NLP libraries,ML for NLP,DL for NLP....etc. In this repository, i will be making some cool projects in NLP from basic to intermediate level.

Leverages extensive power of multiple Machine Learning algorithms & LLM to provide in-depth answers to medical queries and predicts condition/diseases based on patient symptoms

AI driven Web Application Firewall

A lightweight OCR model for Japanese text, especially in Manga

This end-to-end solution employs the YOLOv5 object detection model to identify sign language phrases such as "Hello," "I love you," "Yes," "No," and "Please."

Repositório dedicado ao minicurso sobre Processamento de Linguagem Natural do JAI CSBC 2022.

This is an end-to-end Text Summarization project that aims to generate concise summaries from given text documents using natural language processing techniques. The project includes various components and workflows to facilitate the text summarization process.

This project build a classification model for topics of news. With the target is automatically recognize suitable topic (class) to a random article. There are two architectures implemented which are LSTM and Hybrid models

Hi-DST: A Hierarchical Approach for Scalable and Extensible Dialogue State Tracking

A multi-label text content classifier that can classify 103 different themes concurrently, given any Creative, poetry, Literary, Descriptive, synopsis, quotes, songs or Dialogues text content

notes on paddlenlp, a SOTA deep learning based NLP toolkit

Completed Udemy's TensorFlow Developer Course, earning certification on 6th Jan 2024. Includes Jupyter Notebooks and certification PDF. Utilized resources from mrdbourke's TensorFlow repo. Explore assignments, project work, and connect for TensorFlow discussions.

[ Easy Steps to Learn Natural Language Processing ]

Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on the interaction between computers and humans using natural language.

this repo will include all my work regarding NLP

Implement the word embedding for exploring the correlation among words - Design a sequence model for generating text

Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on the interaction between computers and humans using natural language.

An end-to-end pipeline for detecting propaganda in text. The model, built using GloVe word embeddings and a Multi-Layer Perceptron architecture, classifies sentences as "propaganda" or "non-propaganda". The project integrates training, model evaluation, serialization, and inference for streamlined deployment and usage.