trustvis_with_dataset

yvonne1123/trustvis_with_dataset

trustvis_with_dataset is a machine learning model from yvonne1123. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

unzip： trainingdynamic.tar.gz demo data store in /trainingdynamic

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Public

Updated Nov 23, 2023

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Hugging Face

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At a glance

Access: Public
Created: Nov 23, 2023
Updated: Nov 23, 2023
SHA: c9226314

Model card

From the Hugging Face model README

Training Dynamic

unzip： training_dynamic.tar.gz demo data store in /training_dynamic

evaluate subject model

conda activate myvenv
python subject_model_eval.py

The trainig dynamic performance will be store in /training_dynamic/Model/subject_model_eval.json

Run trustvis


conda activate myvenv
# proxy only
python porxy.py --epoch 1/2/3 (default 3)

the vis result will be store in /training_dynamic/Proxy/***.png
the evaluation resulte wiil be store in /training_dynamic/Model/proxy_eval.json

# trustvis with AL
python active_learning.py  --epoch 1/2/3 (default 3)

the vis result will be store in /training_dynamic/Trust_al/***.png

the evaluation resulte wiil be store in /training_dynamic/Model/trustvis_al_eval.json

Run Tool

unzip /Tool/backend.zip and /Tool/frontend.zip

# backend
cd /Tool/backend/server
python server.py

# frontend
cd /Tool/frontend
use browser open standalone.html
input content_path and backend ip
click login

Created: Nov 23, 2023
Updated: Nov 23, 2023