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Alawi Alqushaibi's Projects

alawi2.github.io icon alawi2.github.io

A minimal, responsive, and feature-rich Jekyll theme for technical writing.

as icon as

Improving Bayesian Neural Networks by Adversarial Sampling

basic_gan icon basic_gan

Repository for content, code and other related materials for the blogs

carbon-capture-and-storage icon carbon-capture-and-storage

Integration of reservoir simulation, rock physics, seismic modeling, & geomechanics for CCS monitoring. Originally my BSc thesis and will be presented in EAGE 2020 Amsterdam.

carboncalc icon carboncalc

Tools to calculate growth statistics for individual urban trees such as for estimating carbon storage.

deep-forecasting icon deep-forecasting

Perform multivariate time series forecasting using LSTM networks and DeepLIFT for interpretation

dragan icon dragan

A stable algorithm for GAN training

dragan-pytorch icon dragan-pytorch

PyTorch implementation of DRAGAN (https://arxiv.org/abs/1705.07215)

examples icon examples

Example deep learning projects that use wandb's features.

explainerdashboard icon explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

flow-forecast icon flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

gan4dataanonymization icon gan4dataanonymization

GAN systems used to generate fake samples from health databases, both image and data related.

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