Issues

• Command lines to reproduce results in MILO paper?

  decile-team/cords#98 · Filter by author meghbhalerao opened on Jan 20, 2025

• Exact hyperparameters used in the data subset selection experiments?

  decile-team/cords#97 · Filter by author meghbhalerao opened on Jan 17, 2025

• Unable to Achieve 90% Accuracy with PerBatch Method in CORDS_SL_CIFAR10_Custom_Train.ipynb

  decile-team/cords#96 · Filter by author football-prince opened on Jan 4, 2025

• Could GLISTER to be applied to Multi-GPU and imagenet?

  decile-team/cords#83 · Filter by author youdutaidi opened on Mar 2, 2023

• Models and Examples for Tabular Data

  decile-team/cords#82 · Filter by author simonamaggio opened on Jan 24, 2023
  1

• Implement faster version of OMP

  high priorityin progress
  decile-team/cords#79 · Filter by author krishnatejakk opened on Jul 14, 2022
  

• Gradmatch Data subset selection method making training slow

  decile-team/cords#78 · Filter by author animesh-007 opened on Jun 27, 2022
  9

• Detectron2 usage

  decile-team/cords#71 · Filter by author rozeappletree opened on Mar 20, 2022

• Integrate FFCV dataloaders into CORDS for better efficiencies

  enhancementhelp wanted
  decile-team/cords#69 · Filter by author krishnatejakk opened on Feb 18, 2022

• Implement CRUST Algorithm

  enhancement
  decile-team/cords#68 · Filter by author krishnatejakk opened on Feb 18, 2022

• Update Documentation

  documentation
  decile-team/cords#67 · Filter by author krishnatejakk opened on Feb 18, 2022

• Setup a PyPI github action

  decile-team/cords#42 · Filter by author krishnatejakk opened on Nov 5, 2021

• Noisy Label experiments

  New benchmarks
  decile-team/cords#39 · Filter by author krishnatejakk opened on Oct 15, 2021

• Synthetic data experiments and tutorials

  New benchmarks
  decile-team/cords#38 · Filter by author krishnatejakk opened on Oct 15, 2021

• TSNE visualization of subsets

  enhancement
  decile-team/cords#37 · Filter by author krishnatejakk opened on Oct 15, 2021

• Unit tests for existing code

  enhancement
  decile-team/cords#28 · Filter by author pizhn opened on Jun 29, 2021
  

• Setup a CI testing flow and integration test cases

  enhancement
  decile-team/cords#27 · Filter by author pizhn opened on Jun 28, 2021
  1

  

• Outdated based on the current GitHub repo code.

  decile-team/cords#26 · Filter by author rishabhk108 opened on Jun 27, 2021
  2

  

• Integrate with Pytorch lightning

  enhancementlow priority
  decile-team/cords#25 · Filter by author krishnatejakk opened on Jun 26, 2021

• Get some detailed tutorials on Auto ML

  enhancementnormal priority
  decile-team/cords#24 · Filter by author krishnatejakk opened on Jun 26, 2021
  1

  

• Get a detailed benchmarks comparing different existing hyperparameter tuning libraries

  high priority
  decile-team/cords#23 · Filter by author krishnatejakk opened on Jun 26, 2021
  1

• Refactor hyperparameter tuning code for easier integration with different settings like supervised learning, semi-supervised learning and NAS

  decile-team/cords#22 · Filter by author krishnatejakk opened on Jun 26, 2021

• Add more tutorials for different domains (e.g. vision, NLP, standard ML, etc.)

  documentationhelp wanted
  decile-team/cords#21 · Filter by author rishabhk108 opened on Jun 26, 2021

• Add robust k-center algorithm (https://arxiv.org/abs/1708.00489) as a DSS strategy

  good first issuehelp wanted
  decile-team/cords#20 · Filter by author rishabhk108 opened on Jun 26, 2021

• Add a NAS use case in cords

  decile-team/cords#19 · Filter by author rishabhk108 opened on Jun 26, 2021