Awni00

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

abstractor

This is the code repository associated with the paper "Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers"

decentralized-MARL-general-cts-spaces

This repository studies and implements multi-agent reinforcement learning algorithms.

emg_prosthetic_hand

An EMG-controlled prosthetic hand.

GNN-gene-disease-association

Using graph neural networks for predicting gene-disease association in the human molecular interaction network.

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.

inner-product-relations-function-class

neurol

A framework for implementing modular Brain-Computer Interfaces

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

Awni00/abstractor

This is the code repository associated with the paper "Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers"

Awni00/neurol

A framework for implementing modular Brain-Computer Interfaces

Awni00/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

Awni00/decentralized-MARL-general-cts-spaces

This repository studies and implements multi-agent reinforcement learning algorithms.

Awni00/GNN-gene-disease-association

Using graph neural networks for predicting gene-disease association in the human molecular interaction network.

Awni00/emg_prosthetic_hand

An EMG-controlled prosthetic hand.

Awni00/inner-product-relations-function-class

Awni00/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

Awni00/Renyi-GAN

A research project on the theory of generative adversarial networks exploring the properties of a novel generalized loss function , applied to image-to-image translation tasks.

Awni00/3d-object-classification

Awni00/complex_map_visualizer

Awni00/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.

Awni00/hierarchical-attention-external-memory

Hierarchical attention mechanisms for external memory in machine learning models.

Awni00/high-dim-universality-erm

Numerical experiments exploring the "universality" of empirical risk minimization in high dimensions.

Awni00/dual-attention

Python package implementing the Dual Attention Transformer (DAT), as proposed by the paper "Disentangling and Integrating Relational and Sensory Information in Transformer Architectures" by Awni Altabaa, John Lafferty.

Awni00/music_generation

a project building music generation models

Awni00/neural-algorithmic-reasoning

Awni00/RL-Lunar-Lander

A reinforcement learning solution to the 'Lunar Lander' problem on gym.openai.com

Awni00/self-driving-cars-exercises

Awni00/transformer-computation-graph

Exploring how Transformers can learn to execute computation graphs.

Awni00/transformer_residual_stream

Awni00/unsupervised_playlist_generation

experimenting with generating playlists through unsupervised clustering of the audio features of a list of tracks.

Awni00/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"