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A general pipeline for multi-domain active learning (MDAL).

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
active		active
hyperparameters		hyperparameters
models		models
processedData		processedData
query_strategies		query_strategies
rawData		rawData
result		result
src		src
.DS_Store		.DS_Store
README.md		README.md
calculate_aulc.py		calculate_aulc.py
main.py		main.py
mdal-pipeline.png		mdal-pipeline.png
parameter_handler.py		parameter_handler.py
requirements.txt		requirements.txt
run.py		run.py

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MDAL Pipeline

This code is for Multi-Domain Active Learning: Literature Review and Comparative Study

Environment

Python 3.8
Pytorch 1.7.1

Pipeline

Implemented Models and Strategies

Models

SDL_seperate
SDL_joint
DANN
MDNet
MAN
CAN

Strategies

Random
BvSB
EGL
BADGE
Coreset

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A general pipeline for multi-domain active learning (MDAL).

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Python 100.0%