Isaac Rodríguez's Projects
Huggingface Transformers + Adapters = ❤️
Official repository for the "Identifying trees on satellite images" challenge from Omdena <> Ciencia & Datos
Implementation of different algorithms and programming problems
Authorship Attribution (AA) problem is generally expressed as: given a disputed text and a set of candidate authors with their writing samples, find the author of the given disputed text from the set of candidate authors.
Dadas dos oraciones, s1 y s2, los sistemas participantes en la tarea deben calcular qué tan similares son s1 y s2 regresando un ‘score’(puntuación) de similaridad y opcionalmente un ‘score’ de confianza.
Chrome Extension to analyze news articles and determine if it contains false claims. it uses Cohere API for the AI features.
Baseline model for multimodal classification based on images and text. Text representation obtained from pretrained BERT base model and image representation obtained from VGG16 pretrained model.
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
The Leek group guide to data sharing
Examples of deep learning models applied to different tasks in Computer Vision and NLP
Generative Adversarial Networks (GANs) resources sorted by citations
Script that displays the weather. Designed to showcase a sane project structure for a beginner
Replication of models and results obtained in "Gated multimodal networks" paper
User Interface using google maps for data visualization and spatial analysis
Config files for my GitHub profile.
Personal portfolio developed with React
Katacoda Scenarios
Numbers every LLM developer should know
meta-backend
Pytorch Lightning reimplementation of Multimodal BiTransformer
Adapter modules with support for multimodal fusion of information (text, video, audio, etc.) using pre-trained BERT base model
Multimodal version of transformer for classification using text and image
Experiments with multimodal deep learning models based on transformers