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1. logicalclocks/maggy logicalclocks/maggy Public

   Distribution transparent Machine Learning experiments on Apache Spark

   Python 90 14

2. dnn-weight-initialization-from-hp-tuning dnn-weight-initialization-from-hp-tuning Public

   Code and results from our paper, "Deep Neural Network Weight Initialization from Hyperparameter Tuning Trials", published at ICONIP 2024.

   Jupyter Notebook 1

3. importance-aware-data-parallel-training importance-aware-data-parallel-training Public

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

   Jupyter Notebook 2

4. ablation-paper-experiments ablation-paper-experiments Public

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

   Jupyter Notebook 3

5. Introduction-to-Scala-Notebook Introduction-to-Scala-Notebook Public

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

   HTML 1

6. utilizing-llms-for-ablation-studies utilizing-llms-for-ablation-studies Public

   Code and results from our paper, "Utilizing Large Language Models for Ablation Studies in Machine Learning and Deep Learning" (AblationMage), published in EuroMLSys 2025.

   Python 1