Core NLP library for extracting and analysing emotion and group dynamics in a group setting.

Dockerize and deploy machine learning model as REST API using Flask

The combination of robust and fragile watermarking in this proposed scheme provides a suitable mechanism to protect valuable and original color images.

This is the Matlab source code of my published paper about intelligent image watermarking as following: paper title: An intelligent and blind image watermarking scheme based on hybrid SVD transform…

Simple Chinese topic cloud generator using Word2Vec, AgglomerativeClustering and t-SNE in Python

A very simple Fuzzy Control System used for maintaining the constant distance between two vehicles.

Fuzzy clustering is a form of clustering in which each data point can belong to more than one cluster.

Lexicon Based Sentiment Analysis for Ekman's 6 Emotions

Covid-19 vaccine online storm: Emotional sentiment analysis on Twitter

Repository for our ACL 2020 paper "Learning and Evaluating Emotion Lexicons for 91 Languages"

Web api built on flask for keras-based sentiment analysis using Word Embedding, RNN and CNN

Core NLP library for extracting and analysing emotion and group dynamics in a group setting.

Code describes clustering documents on COVID-19 dataset via Non-negative Matrix Factorization. For more Information please check: https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-chal…

Python code for common Machine Learning Algorithms

Building a Topic Modeling for Images using LDA and Transfer Learning:

Implementing Sentiment Analysis and NLP Analysis on Human recorded Speech

NLP speech audio

Text classification using different algorithm ( Naive Bayes , SVM, KNN) and evaluation with confusion matrix

Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and other techniques.

Extractive Summarization based on statements ranked using TextRank

A tensorflow implementation of LDA with stochastic variational inference

dynamic topic modeling

Building a mood metric using DepecheMood lexicon.

Building a mood metric using DepecheMood lexicon.

Models for predicting emotions from English tweets.

Multi Text Classificaiton

Text Classification through CNN, RNN & HAN using Keras