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"

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

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/neurol

A framework for implementing modular Brain-Computer Interfaces

Awni00/GNN-gene-disease-association

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

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/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/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/music_analysis

Analyzing music using the spotify api

Awni00/music_generation

a project building music generation models

Awni00/RL-Lunar-Lander

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

Awni00/self-driving-cars-exercises

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"