Awni's repositories
abstractor
This is the code repository associated with the paper "Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers"
abstract_transformer
This is the project repo associated with the paper "Disentangling and Integrating Relational and Sensory Information in Transformer Architectures" by Awni Altabaa, John Lafferty
GNN-gene-disease-association
Using graph neural networks for predicting gene-disease association in the human molecular interaction network.
decentralized-MARL-general-cts-spaces
This repository studies and implements multi-agent reinforcement learning algorithms.
emg_prosthetic_hand
An EMG-controlled prosthetic hand.
relational-convolutions
This is the project repo associated with the paper "Relational Convolutional Networks: A framework for learning representations of hierarchical relations" by Awni Altabaa, John Lafferty
Detroit-Blight-Violation
A data science/machine learning project to explore the issue of blight violation in the city of Detroit. The project is based on data from the Detroit Open Data Portal.
hierarchical-attention-external-memory
Hierarchical attention mechanisms for external memory in machine learning models.
high-dim-universality-erm
Numerical experiments exploring the "universality" of empirical risk minimization in high dimensions.
music_generation
a project building music generation models
RL-Lunar-Lander
A reinforcement learning solution to the 'Lunar Lander' problem on gym.openai.com
unsupervised_playlist_generation
experimenting with generating playlists through unsupervised clustering of the audio features of a list of tracks.
Virtual_Cell
An implementation of a mathematical model of a virtual biological cell created for the purpose of exploring the dynamics of a constructed "biology"