omar-florez

scratch_mlp

Explaining the Math of how neural networks learn

learning_emotions_with_emojis

Predict human emotions in tweets by mapping emojis into the Valence-Arousal space (Russell, 2005). LSTM models the sequence learning of words within the tweets.

memory-augmented-neural-network

Given an annotated utterance (x, y), we encode x with an encoder (LSTM, Transformer) and cache similar latent representations generated during training into an external memory. Storage and retrieval operations are differentiable using attention over memory entries and extend encoder's capacity.

fairgen

Code for paper `Improving the Fairness of Deep Generative Models without Retraining`

practicals-2019

Practical notebooks for Khipu 2019, held in Universidad de la República in Montevideo.

VQA-ModuleNetworks

Question Answering capabilities of Module Networks. Language guides the generation of neural architectures that maximizes the likelihood of answering a question correctly when correlated with visual embeddings.

llm_online

Augment LLM reasoning with results from a search engine.

auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

chain-of-thought-hub

Benchmarking LLM reasoning performance w. chain-of-thought prompting

congress_ai

DLFS_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

encoder4editing

Official implementation of "Desinging an Encoder for StyleGAN Image Manipulation" https://arxiv.org/abs/2102.02766

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

fairgen_model

first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

KernelGAT

The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.

khipu_workshop

langchain-tutorials

Overview and tutorial of the LangChain Library

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

llm_pass_university_entrance_exams

meme_challenge

Repository containing code from team Kingsterdam for the Hateful Memes Challenge

mona_lisa_eyes

A machine learning project. Turn on your webcam. Mona Lisa's eyes will follow you around.

nn-zero-to-hero

Neural Networks: Zero to Hero

ocr-with-tesseract

A comprehensive tutorial for OCR in python using Tesseract-OCR and OpenCV

practicals-2023

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

react-flow-web-audio

A simple Web Audio playground built with React Flow. Follow the tutorial to learn how to build it yourself.

ru_transformers

stable-diffusion

A latent text-to-image diffusion model

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"