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@saintslab

Saints Lab

Team of researchers at the Machine Learning Section, University of Copenhagen, working on Sustainable Artificial INTelligence for Sciences. Led by @raghavian.

Popular repositories Loading

  1. EC-NAS-Bench EC-NAS-Bench Public

    Forked from PedramBakh/EC-NAS-Bench

    Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search

    Python 15 2

  2. i-Exact i-Exact Public

    Official repository for "Activation Compression of Graph Neural Networks using Block-wise Quantization and Improved Variance Minimization". Eliassen and Selvan. 2023

    Python 4 2

  3. carbontracker-website carbontracker-website Public

    TypeScript 2

  4. SustainableML SustainableML Public

    Reading group on Sustainable Machine Learning

    1

  5. Adver-Fine Adver-Fine Public

    Official source code for "Adversarial Fine-tuning of Compressed Neural Networks for Joint Improvement of Robustness and Efficiency" (Thorsteinsson, Henriksen, Chen & Selvan. 2024)

    Jupyter Notebook 1

  6. bmrs-structured-pruning bmrs-structured-pruning Public

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

    Python 1

Repositories

Showing 10 of 11 repositories
  • SustainableML Public

    Reading group on Sustainable Machine Learning

    saintslab/SustainableML’s past year of commit activity
    1 MIT 0 0 0 Updated Sep 3, 2024
  • carbontracker-website Public
    saintslab/carbontracker-website’s past year of commit activity
    TypeScript 2 0 0 0 Updated Sep 1, 2024
  • Adver-Fine Public

    Official source code for "Adversarial Fine-tuning of Compressed Neural Networks for Joint Improvement of Robustness and Efficiency" (Thorsteinsson, Henriksen, Chen & Selvan. 2024)

    saintslab/Adver-Fine’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Jul 1, 2024
  • carbontracker-onnx-benchmark Public

    Script to evaluate the energy consumption of inference of a given ONNX model

    saintslab/carbontracker-onnx-benchmark’s past year of commit activity
    Python 0 0 0 0 Updated Jun 20, 2024
  • bmrs-structured-pruning Public

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

    saintslab/bmrs-structured-pruning’s past year of commit activity
    Python 1 0 1 0 Updated Jun 5, 2024
  • nanoGPT Public Forked from karpathy/nanoGPT

    The simplest, fastest repository for training/finetuning medium-sized GPTs.

    saintslab/nanoGPT’s past year of commit activity
    Python 0 MIT 5,696 0 0 Updated May 9, 2024
  • pytoch Public

    Official source code for "Is Adversarial Training with Compressed Datasets Effective?" (Chen & Selvan. 2024)

    saintslab/pytoch’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Apr 11, 2024
  • PePR Public

    Official source code for "Equity through Access: A Case for Small-scale Deep Learning" (Selvan et al.2024)

    saintslab/PePR’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Apr 7, 2024
  • i-Exact Public

    Official repository for "Activation Compression of Graph Neural Networks using Block-wise Quantization and Improved Variance Minimization". Eliassen and Selvan. 2023

    saintslab/i-Exact’s past year of commit activity
    Python 4 MIT 2 0 1 Updated Mar 7, 2024
  • EC-NAS-Bench Public Forked from PedramBakh/EC-NAS-Bench

    Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search

    saintslab/EC-NAS-Bench’s past year of commit activity
    Python 15 MIT 4 0 0 Updated Jan 15, 2024
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