Deep Learning

Alzheimer Detection with CNNs

Alzheimer Detection with CNNs

A model to detect different levels of Alzheimer.

Visual Transformer

Visual Transformer

My implementation of the ViT.

Sparse Autoencoder

Sparse Autoencoder

My implementation of the SAE.

LSTM

LSTM for Sentiment Classification

LSTM model for sentiment classification.

LSTM

CNN for Sound Classification

A CNN and custom dataset implementation in PyTroch for sound classification

Projects & Collaborations

Visibility Project

Discover low-resource languages in NLP.

AYA: Cohere for AI

AYA: Cohere for AI

A Multilingual Dataset and Model.

AYA: Cohere for AI

Social Network Analysis with Gephi

Analysis of some Twitter topics using SNA software Gephi

Tools & Tutorials

Praat Simplifier

Praat Simplifier

A high-level tool to analyze sound with Praat.

An Explanation Is All You Need

An Explanation Is All You Need

A heavily commented transformer implementation for beginners.

Spacy

SpaCy Tutorial

A tutorial to use the NLP library to conduct morphological analysis.

Manim Videos

GAN Objective

The generative adversarial network equation explained

Key, Query, and Value

Transformer models' main components easily explained