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Omar U. Florez's Projects

fairgen icon fairgen

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

first-order-model icon first-order-model

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

grover icon grover

Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/

imageqa-public icon imageqa-public

Code for paper "Exploring Models and Data for Image Question Answering"

intro_deeplearning icon intro_deeplearning

Predict human emotions in tweets by mapping emojis into the Valence-Arousal space and using LSTM as deep sequential model

jekyll icon jekyll

:globe_with_meridians: Jekyll is a blog-aware, static site generator in Ruby

kaggle-galaxies icon kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)

kaggle-titanic icon kaggle-titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstartes basic data munging, analysis, and visualization techniques. Shows examples of supervised and unsupervised machine learning techniques.

kernelgat icon kernelgat

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

kvmemnn icon kvmemnn

Key value memory network implemented using keras

large-margin-structured-perceptron icon large-margin-structured-perceptron

Implementation of a large margin structured perceptron, including instances for sequence labeling, quotation extraction and dependency parsing.

learning_emotions_with_emojis icon 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.

llm_online icon llm_online

Augment LLM reasoning with results from a search engine.

location_tracking_ml icon location_tracking_ml

A PoC using TensorFlow and deep neural networks to model human locations in a generative fashion.

lstm icon lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

lstmvis icon lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

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