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PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

Deep Q-Learning Network in pytorch (not actively maintained)

Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)

A PyTorch toolkit with 8 popular deep active learning query methods implemented.

An active learning library for Pytorch based on Lightning-Fabric.

An unofficial pytorch implementation for "Learning Active Contour Models for Medical Image Segmentation" by Chen, Xu, et al.

Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"

Pytorch implementation of BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation

🍀 Official pytorch implementation of "ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation. Wu et al. ICCV 2021."