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ABCNet: An attention-based method for particle tagging.This is the main repository for the ABCNet paper.The implementation uses a modified version of GAPNet to suit the High Energy Physics needs.This repository is divided into two main folders: classification and segmentation, for the quark-gluon tagging and pileup mitigation applications, respectively.The input .h5 files are expected to have the following structure:data: [N,P,F],label:[N,P]pid: [N]global: [N,G]N = Number of eventsF = Number of features per pointP = Number of pointsG = Number of global featuresFor classification, only the pid is required, while for segmentation only label is required.The files to be used for the training (train_files.txt), test (test_files.txt) and evaluation (evaluate_files.txt) are required to be listed in the respective text files.RequirementsTensorflowh5pyClassificationTo train use:cd classificationpython train.py --data_dir ../data/QG/ --log_dir qg_testA logs folder will be created with the training results under the main directory.To evaluate the training use:python evaluate.py --data_dir ../data/QG --model_path ../logs/qg_test --batch 500 --name qg_test --modeln 1SegmentationTo train use:cd segmentationpython train.py --data_dir ../data/PU/ --log_dir pu_testTo evaluate the training use:python evaluate.py --data_dir ../data/PU --model_path ../logs/ou_test --batch 500 --name pu_test LicenseMIT LicenseAcknowledgementsABCNet uses a modified version of GAPNet and PointNet.

Bluefive software Home of David De Groot Free software for Windows 9*/NT/2*/XP/V/7/8/10 Utilities and unusual tools You are here >Software/Windows freeware/DOSname DOSname is a small program that returns the DOS name (8.3 filename) from a specified path or file. I've been using this for ages, never came round to actually put it online, but there we are. If you occasionally need to get the short form (8.3 filename) from of a path or filename, this tool comes to help. Examples: Long file name Short file name Long folder name Short folder name test_file.txt TEST_F~1.TXT c:\program files c:\PROGRA~1 test_file_nr2.txt TEST_F~2.TXT c:\documents and settings c:\DOCUME~1 test file nr2.txt TESTFI~1.TXT test file nr3.txt TESTFI~2.TXT Options/Features Returns the DOS form (8.3 filename) from a specified path or file User friendly Select Dir and Select File buttons to browse to your file or folder Works also from the Command Prompt Runs on Windows 95/98/ME/NT4/2k/2k3/2k8/XP/V/7/8/10 Download current version (1.0.2) You will be prompted to choose a location on your computer to save the file to. Should you experience download problems, click here to try at another location. DOWNLOAD [ 374 Kb .zip ] Copyright © 1998-2019 - David De Groot - All rights reserved.

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