decile-team/cords issues and pull requests

#93 - Can't install on MACOS

Issue - State: closed - Opened by victor-ribeiro about 1 year ago - 1 comment

#89 - Update README.md

Pull Request - State: closed - Opened by krishnatejakk over 1 year ago

#88 - Update README.md

Pull Request - State: closed - Opened by krishnatejakk over 1 year ago

#87 - Update train_sl.py

Pull Request - State: closed - Opened by krishnatejakk over 1 year ago

#85 - Possible bug calculating "trn_loss" and "tst_loss"

Issue - State: closed - Opened by wgcban over 1 year ago - 1 comment

#84 - No such file or directory: '/mnt/data/cifar100_clip-ViT-L-14_fl_0.1_global_order.pkl'

Issue - State: closed - Opened by wgcban over 1 year ago - 1 comment

#83 - Could GLISTER to be applied to Multi-GPU and imagenet?

Issue - State: open - Opened by youdutaidi over 1 year ago

#82 - Models and Examples for Tabular Data

Issue - State: open - Opened by simonamaggio almost 2 years ago - 1 comment

#81 - Inquiry about performance of gradmatch

Issue - State: closed - Opened by pipilurj almost 2 years ago - 1 comment

#80 - [Bug] Got weight with same value when running examples.

Issue - State: closed - Opened by HaoKang-Timmy about 2 years ago - 3 comments

#79 - Implement faster version of OMP

Issue - State: open - Opened by krishnatejakk over 2 years ago
Labels: high priority, in progress

#78 - Gradmatch Data subset selection method making training slow

Issue - State: open - Opened by animesh-007 over 2 years ago - 9 comments

#77 - Update dssdataloader.py

Pull Request - State: closed - Opened by krishnatejakk over 2 years ago

#76 - Bug Fix in Non Adaptive CRAIG DataLoader

Pull Request - State: closed - Opened by krishnatejakk over 2 years ago

#75 - Add init.py to cords/utils/data/dataloader

Pull Request - State: closed - Opened by dduan97 over 2 years ago

#74 - Selcon sahasra

Pull Request - State: closed - Opened by sahasrarjn over 2 years ago

#73 - Selcon sahasra

Pull Request - State: closed - Opened by sahasrarjn over 2 years ago

#72 - Segmentation fault (core dumped)

Issue - State: closed - Opened by chengwuxinlin over 2 years ago - 2 comments

#71 - Detectron2 usage

Issue - State: open - Opened by INF800 over 2 years ago

#70 - Replace apricot with submodlib

Pull Request - State: closed - Opened by ghost over 2 years ago - 1 comment

#69 - Integrate FFCV dataloaders into CORDS for better efficiencies

Issue - State: open - Opened by krishnatejakk almost 3 years ago
Labels: enhancement, help wanted

#68 - Implement CRUST Algorithm

Issue - State: open - Opened by krishnatejakk almost 3 years ago
Labels: enhancement

#67 - Update Documentation

Issue - State: open - Opened by krishnatejakk almost 3 years ago
Labels: documentation

#66 - Refactor/data loader

Pull Request - State: closed - Opened by krishnatejakk almost 3 years ago

#42 - Setup a PyPI github action

Issue - State: open - Opened by krishnatejakk about 3 years ago

#41 - Typo in cords_cifar10_glister_train.ipynb

Issue - State: closed - Opened by eendee about 3 years ago - 1 comment

#40 - Refactor/data loader

Pull Request - State: closed - Opened by krishnatejakk about 3 years ago

#39 - Noisy Label experiments

Issue - State: open - Opened by krishnatejakk about 3 years ago
Labels: New benchmarks

#38 - Synthetic data experiments and tutorials

Issue - State: open - Opened by krishnatejakk about 3 years ago
Labels: New benchmarks

#37 - TSNE visualization of subsets

Issue - State: open - Opened by krishnatejakk about 3 years ago
Labels: enhancement

#36 - Refactor/data loader

Pull Request - State: closed - Opened by krishnatejakk about 3 years ago

#35 - Evaluation on ImageNet

Issue - State: closed - Opened by Hayoung93 about 3 years ago - 1 comment

#34 - Refactor the folders in the repo

Issue - State: closed - Opened by rishabhk108 about 3 years ago

#33 - For GRAD_MATCH method, the weights associated with each data point in X(subset of training set)

Issue - State: closed - Opened by lishaguo about 3 years ago - 1 comment

#32 - Logistic Regression support for Gradmatch

Issue - State: closed - Opened by nlokeshiisc over 3 years ago - 4 comments

#31 - Questions about accuracy logging

Issue - State: closed - Opened by Janghyun1230 over 3 years ago - 1 comment

#30 - Dual CI flow merge to main

Pull Request - State: closed - Opened by noilreed over 3 years ago

#29 - test CI and dual tests

Pull Request - State: closed - Opened by noilreed over 3 years ago

#28 - Unit tests for existing code

Issue - State: open - Opened by noilreed over 3 years ago
Labels: enhancement

#27 - Setup a CI testing flow and integration test cases

Issue - State: open - Opened by noilreed over 3 years ago - 1 comment
Labels: enhancement

#26 - Outdated based on the current GitHub repo code.

Issue - State: open - Opened by rishabhk108 over 3 years ago - 2 comments

#25 - Integrate with Pytorch lightning

Issue - State: open - Opened by krishnatejakk over 3 years ago
Labels: enhancement, low priority

#24 - Get some detailed tutorials on Auto ML

Issue - State: open - Opened by krishnatejakk over 3 years ago - 1 comment
Labels: enhancement, normal priority

#23 - Get a detailed benchmarks comparing different existing hyperparameter tuning libraries

Issue - State: open - Opened by krishnatejakk over 3 years ago - 1 comment
Labels: high priority

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

Issue - State: open - Opened by krishnatejakk over 3 years ago

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

Issue - State: open - Opened by rishabhk108 over 3 years ago
Labels: documentation, help wanted

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

Issue - State: open - Opened by rishabhk108 over 3 years ago
Labels: good first issue, help wanted

#19 - Add a NAS use case in cords

Issue - State: open - Opened by rishabhk108 over 3 years ago

#18 - Integrate SSL into cords and specifically retrieve

Issue - State: closed - Opened by rishabhk108 over 3 years ago - 1 comment

#17 - Refactor of the Dataloader so we have a DSSDataloader in pytorch which internally does all the data subset selection

Issue - State: closed - Opened by rishabhk108 over 3 years ago

#16 - Replace apricot by submodlib in cords

Issue - State: open - Opened by rishabhk108 over 3 years ago - 2 comments
Labels: good first issue, in progress

#15 - Added checkpoints to save the model and updated documentation

Pull Request - State: closed - Opened by dheerajnbhat over 3 years ago

#14 - Documentation Improvement

Issue - State: open - Opened by krishnatejakk over 3 years ago
Labels: documentation, enhancement, high priority

#13 - Implement a better version of OMP algorithm

Issue - State: closed - Opened by krishnatejakk over 3 years ago - 1 comment
Labels: high priority

#12 - Feature: add support for hyperparameter tuning with subset selection

Pull Request - State: closed - Opened by savan77 over 3 years ago

#11 - New Gradient Computation Code

Pull Request - State: closed - Opened by krishnatejakk over 3 years ago

#10 - CONFIG Files Pull

Pull Request - State: closed - Opened by krishnatejakk over 3 years ago

#9 - Dev

Pull Request - State: closed - Opened by krishnatejakk over 3 years ago

#8 - Modify submodular selection strategy to include different submodular functions

Issue - State: open - Opened by krishnatejakk over 3 years ago
Labels: bug, enhancement

#7 - Implement master train strategy code for all selection strategies

Issue - State: closed - Opened by krishnatejakk over 3 years ago - 1 comment
Labels: enhancement

#6 - Update readme.md file with new information

Issue - State: closed - Opened by krishnatejakk over 3 years ago
Labels: documentation

#5 - CORDS: Get an efficient version of computing gradients for general loss function

Issue - State: closed - Opened by krishnatejakk over 3 years ago - 1 comment
Labels: enhancement, high priority

#4 - Regularized versions for GLISTER, GradMatch for subset selection

Issue - State: open - Opened by krishnatejakk over 3 years ago
Labels: enhancement

#3 - Inclusion of new tutorials for CORDS with better documentation

Issue - State: closed - Opened by krishnatejakk over 3 years ago
Labels: documentation, enhancement

#2 - CORDS: Empirical study of different selection strategies in different setting like regression, classification, object detection

Issue - State: open - Opened by krishnatejakk over 3 years ago - 1 comment
Labels: New benchmarks

#1 - CORDS gradient calculations for different loss functions

Issue - State: closed - Opened by krishnatejakk over 3 years ago - 1 comment
Labels: enhancement

GitHub / decile-team/cords issues and pull requests