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@tallamjr

About Me

My name is Tarek

I am a final year PhD student at the Centre for Data Intensive Science at University College London (UCL). My research focus is on the development of efficient Deep Learning algorithms for real-time classification of Astronomical transient events.

Besides my doctoral research, I enjoy exploring how latest techniques in statistical signal processing and probabilistic machine learning can be used for Learned Image Reconstruction and Learned Image Compression šŸ—œļø in
Embedded Systems for Embedded Machine Learning (#TinyML) šŸ“±

Tarek's Projects

fink-science icon fink-science

Define your science modules to add values to Fink alerts!

fizzbot icon fizzbot

Fizzbot has questions for you... so many questions. Do you have the answers?

git icon git

Git Source Code Mirror - This is a publish-only repository and all pull requests are ignored. Please follow Documentation/SubmittingPatches procedure for any of your improvements.

githawk icon githawk

The (second) best iOS app for GitHub.

gitignore icon gitignore

A collection of useful .gitignore templates

gogo icon gogo

Code and other material for the book "Deep Learning and the Game of Go"

gsoc_2020_graphs icon gsoc_2020_graphs

Evaluation for the GSoC 2020 project: Manipulation of massive astronomical data using graphs

guides icon guides

A guide for programming in style.

hackers icon hackers

Hackers is an elegant iOS app for reading Hacker News links and comments. Written in Swift.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

inceptiontime icon inceptiontime

InceptionTime: Finding AlexNet for Time Series Classification

ipmi icon ipmi

Course Materials for Information Processing in Medical Imaging (MPHY0025)

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jetspark icon jetspark

Spark cluster on Jetson TX2 mini-project

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