An exploration of curriculum learning and active learning on Google AI's Doodle (Kaggle) Challenge Dataset

Active learning with tensorflow. Create custom and generic active learning loops. Export and share your experiments.

A Python implementation of Paper "Image Retrieval with Relevance Feedback using SVM Active Learning"

[AAAI 2024] Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees

SATML 2025 | Differentially Private Active Learning | Official Implementation

Marich is a model-agnostic extraction algorithm. It uses a public data to query a private model, aggregates the predicted labels, and construct a distributionall equivalent/max-information leaking extracted model.

A curated list of awesome active learning related topics

This is a repository for CS4ML. It is a general framework for active learning in regression problems. It approximates a target function arising from general types of data, rather than pointwise samples.

A Simulação de Grandezas Geométricas tem o objetivo que o aluno possa explorar as formas geométricas e observar as relações entre suas propriedades e conceitos matemáticos

Files and works related to the Machine Learning Course

Cost-Effective Object Detection: Active Sample Mining with Switchable Selection Criteria

Active learning for systematic reviews

Supplementary material for papers at ECML-PKDD 2021 and IAL 2021

OBEBS method

Active learning; Query by committee; Ensemble averaging; Committee machines; Neural Network Potentials

Implementation for the IJCAI20 paper "Textual Membership Queries"

This repository aims to demonstrate the active learning technique at the machine learning experience meetup

[2024 IEEE TCYB]Source code of an online active learning strategy (DMI-LS)

PyTorch implementation of our paper "Rethinking Deep Active Learning for Medical Image Segmentation: A Diffusion and Angle-based Framework"