This code is part of my PhD research. This code select the best partition using the silhouete coefficient.

Sentiment Analysis in polish sentences with Glove Embeddings

Out-of-control signal interpretation in multiple stream processes using artificial neural networks

A multi-label language identification dataset based on regional Indian languages. It contains 5 languages (Hindi, Bengali, Malayalam, Kannada, and English) with the presence of two scripts per image (implying the multi-linguality). The dataset is diverse in nature with the existence of curved, perspective distorted, and multi-oriented text in ad…

a machine learning app which predicts # of victims from different features 🤖

Idea is to develop an approach that given a sample will identify the sub themes along with their respective sentiments.

Multi-label URL Classification

Proposed assignment notebooks for Advanced Topics in Machine Learning tasks

Consistent Optimization of Label-wise Utilities in Multi-label classificatioN

Multi-label classification using LLMs, with additional enhancements using quantization and LoRA (Low-Rank Adaptation). Get better performance on GPU.

cpu debug version for AttentionXML with small data

This repository contains the code I used for MoA competition.

Classification of aerial rainforest images to detect deforestation

This code is part of my doctoral research. The aim is to generate a specific version of random partitions for multilabel classification.

Multi-label text-classification algorithm from Popa, Zeitouni & Gardarin

Multi-label AUC plot script

Multi-label text genre classification using Swedish corpora with pre-trained word embeddings.

This code is part of my PhD research. This code select the best partition using the CLUS framework. We choose the partition with the best Macro-F1.