ECLARE
ECLARE: Extreme Classification with Label Graph Correlations
@InProceedings{Mittal21b,
author = "Mittal, A. and Sachdeva, N. and Agrawal, S. and Agarwal, S. and Kar, P. and Varma, M.",
title = "ECLARE: Extreme classification with label graph correlations",
booktitle = "Proceedings of The ACM International World Wide Web Conference",
month = "April",
year = "2021",
}
SETUP WORKSPACE
mkdir -p ${HOME}/scratch/XC/data
mkdir -p ${HOME}/scratch/XC/programs
SETUP ECLARE
cd ${HOME}/scratch/XC/programs
git clone https://github.com/Extreme-classification/ECLARE.git
conda create -f ECLARE/eclare_env.yml
conda activate eclare
git clone https://github.com/kunaldahiya/pyxclib.git
cd pyxclib
python setup.py install
cd ../ECLARE
DOWNLOAD DATASET
cd ${HOME}/scratch/XC/data
gdown --id <dataset id>
unzip *.zip
| dataset | dataset id |
|---|---|
| LF-AmazonTitles-131K | 1VlfcdJKJA99223fLEawRmrXhXpwjwJKn |
| LF-WikiSeeAlsoTitles-131K | 1edWtizAFBbUzxo9Z2wipGSEA9bfy5mdX |
| LF-AmazonTitles-1.3M | 1Davc6BIfoTIAS3mP1mUY5EGcGr2zN2pO |
RUNNING ECLARE
cd ${HOME}/scratch/XC/programs/ECLARE
chmod +x run_ECLARE.sh
./run_ECLARE.sh <gpu_id> <ECLARE TYPE> <dataset> <folder name>
e.g.
./run_ECLARE.sh 0 ECLARE LF-AmazonTitles-131K ECLARE_RUN
44 Jul 10, 2022
86 Dec 29, 2022
47 Dec 30, 2022
167 Jan 01, 2023
32 Dec 22, 2022
621 Jan 08, 2023
145 Dec 01, 2022
248 Dec 25, 2022
1 Jan 23, 2022
9 Dec 09, 2022
17 Dec 18, 2022
31 Nov 15, 2022
42 Jan 01, 2023
53 Dec 31, 2022
59 Nov 25, 2022
21 Dec 03, 2022
20 Aug 18, 2022
11 Nov 21, 2022
10 Dec 20, 2021
1 Jan 26, 2022