decile-team cords issues

decile-team / cords

Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.

https://cords.readthedocs.io/en/latest/

MIT License

316 stars 51 forks source link

issues

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Can't install on MACOS

#93 victor-ribeiro closed 9 months ago
1
Update README.md

#89 krishnatejakk closed 1 year ago
0
Update README.md

#88 krishnatejakk closed 1 year ago
0
Update train_sl.py

#87 krishnatejakk closed 1 year ago
0
Possible bug calculating "trn_loss" and "tst_loss"

#85 wgcban closed 1 year ago
1
No such file or directory: '/mnt/data/cifar100_clip-ViT-L-14_fl_0.1_global_order.pkl'

#84 wgcban closed 1 year ago
1
Could GLISTER to be applied to Multi-GPU and imagenet?

#83 youdutaidi opened 1 year ago
0
Models and Examples for Tabular Data

#82 simonamaggio opened 1 year ago
1
Inquiry about performance of gradmatch

#81 pipilurj closed 1 year ago
1
[Bug] Got weight with same value when running examples.

#80 HaoKang-Timmy closed 1 year ago
3
Implement faster version of OMP

#79 krishnatejakk opened 2 years ago
0
Gradmatch Data subset selection method making training slow

#78 animesh-007 opened 2 years ago
9
Update dssdataloader.py

#77 krishnatejakk closed 2 years ago
0
Bug Fix in Non Adaptive CRAIG DataLoader

#76 krishnatejakk closed 2 years ago
0
Add __init__.py to cords/utils/data/dataloader

#75 dduan97 closed 2 years ago
0
Selcon sahasra

#74 sahasrarjn closed 2 years ago
0
Selcon sahasra

#73 sahasrarjn closed 2 years ago
0
Segmentation fault (core dumped)

#72 chengwuxinlin closed 2 years ago
2
Detectron2 usage

#71 INF800 opened 2 years ago
0
Replace apricot with submodlib

#70 ghost closed 1 year ago
1
Integrate FFCV dataloaders into CORDS for better efficiencies

#69 krishnatejakk opened 2 years ago
0
Implement CRUST Algorithm

#68 krishnatejakk opened 2 years ago
0
Update Documentation

#67 krishnatejakk opened 2 years ago
0
Refactor/data loader

#66 krishnatejakk closed 2 years ago
0
Setup a PyPI github action

#42 krishnatejakk opened 2 years ago
0
Typo in cords_cifar10_glister_train.ipynb

#41 eendee closed 2 years ago
1
Refactor/data loader

#40 krishnatejakk closed 2 years ago
0
Noisy Label experiments

#39 krishnatejakk opened 2 years ago
0
Synthetic data experiments and tutorials

#38 krishnatejakk opened 2 years ago
0
TSNE visualization of subsets

#37 krishnatejakk opened 2 years ago
0
Refactor/data loader

#36 krishnatejakk closed 2 years ago
0
Evaluation on ImageNet

#35 Hayoung93 closed 2 years ago
1
Refactor the folders in the repo

#34 rishabhk108 closed 2 years ago
0
For GRAD_MATCH method, the weights associated with each data point in X(subset of training set)

#33 lishaguo closed 2 years ago
1
Logistic Regression support for Gradmatch

#32 nlokeshiisc closed 2 years ago
4
Questions about accuracy logging

#31 Janghyun1230 closed 3 years ago
1
Dual CI flow merge to main

#30 pizhn closed 3 years ago
0
test CI and dual tests

#29 pizhn closed 3 years ago
0
Unit tests for existing code

#28 pizhn opened 3 years ago
0
Setup a CI testing flow and integration test cases

#27 pizhn opened 3 years ago
1
Outdated based on the current GitHub repo code.

#26 rishabhk108 opened 3 years ago
2
Integrate with Pytorch lightning

#25 krishnatejakk opened 3 years ago
0
Get some detailed tutorials on Auto ML

#24 krishnatejakk opened 3 years ago
1
Get a detailed benchmarks comparing different existing hyperparameter tuning libraries

#23 krishnatejakk opened 3 years ago
1
Refactor hyperparameter tuning code for easier integration with different settings like supervised learning, semi-supervised learning and NAS

#22 krishnatejakk opened 3 years ago
0
Add more tutorials for different domains (e.g. vision, NLP, standard ML, etc.)

#21 rishabhk108 opened 3 years ago
0
Add robust k-center algorithm (https://arxiv.org/abs/1708.00489) as a DSS strategy

#20 rishabhk108 opened 3 years ago
0
Add a NAS use case in cords

#19 rishabhk108 opened 3 years ago
0
Integrate SSL into cords and specifically retrieve

#18 rishabhk108 closed 2 years ago
1
Refactor of the Dataloader so we have a DSSDataloader in pytorch which internally does all the data subset selection

#17 rishabhk108 closed 2 years ago
0