Saints Lab

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1. carbontracker carbontracker Public

   Track and predict the energy consumption and carbon footprint of training deep learning models.

   Python 481 43

2. EC-NAS-Bench EC-NAS-Bench Public

   Forked from PedramBakh/EC-NAS-Bench

   Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search

   Python 17 2

3. SAINTS-Reading-Group SAINTS-Reading-Group Public

   Reading group on Sustainable Machine Learning

   6

4. bmrs-structured-pruning bmrs-structured-pruning Public

   Code release for the paper "BMRS: Bayesian Model Reduction for Structured Pruning"

   Python 6

5. osc_reg osc_reg Public

   Official source code for "Oscillations Make Neural Networks Robust to Quantization". Wenshøj et al. 2025 https://openreview.net/forum?id=bPwcJ0nkDC

   Jupyter Notebook 5

6. QuBD QuBD Public

   Official repository of the paper "Characterizing Learning in Deep Neural Networks using Tractable Algorithmic Complexity Analysis"

   Python 5