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ssheikholeslami

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Supplementary material for "The Impact of Importance-aware Dataset Partitioning on Data-parallel Training of Deep Neural Networks", published at DAIS 2023.

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A brief introduction to EIT Digital Master School program for Iranian prospective master students.

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A list of resources, papers, and articles on AutoML, Automatic Hyperparameter Tuning, and Neural Architecture Search.

phd-diary

Diary of my PhD studies (2019-2024?)

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undergradthesis-report-farsi

Repository for the Farsi version of my Undergraduate Thesis (SDMiner: A Tool for Mining Data Streams on Top of Apache Spark)

ablation-paper-experiments

Instructions and materials to reproduce the experiments for "AutoAblation: Automated Parallel Ablation Studies for Deep Learning".

Jupyter Notebook

Playlist2Files

A simple android app to export .m3u playlists to folders containing ordered music files.

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RESTInPeace

A simple android application that checks the availability of a desired RESTful server.

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EIT-Data-Science-Master-Program-How-To-Survive

So you got accepted into EIT Digital Master School? Congratulations! It's gonna be fun, but you can also make mistakes.

getting-enrolled-in-kth-eecs-phd

A guide for prospective PhD students who have received an offer of admission to the Doctoral Program of EECS school of KTH.

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An import-ready Databricks Notebook that provides an overview of essential Scala.

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ssheikholeslami/importance-aware-data-parallel-training

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