Everything you need about Active Learning (AL).
☆982Mar 16, 2026Updated 2 months ago
Alternatives and similar repositories for awesome-active-learning
Users that are interested in awesome-active-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of awesome Active Learning☆798Mar 26, 2026Updated last month
- Deep Active Learning☆851Oct 3, 2022Updated 3 years ago
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆185May 6, 2024Updated 2 years ago
- ☆1,165Dec 5, 2022Updated 3 years ago
- Awesome Active Learning Paper List☆148Apr 23, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A modular active learning framework for Python☆2,350Feb 26, 2024Updated 2 years ago
- The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper☆89Nov 27, 2022Updated 3 years ago
- ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…☆901Jul 23, 2025Updated 10 months ago
- Official code implementation for the paper "Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm" (CVPR…☆57Apr 16, 2025Updated last year
- 主动学习（Active Learning）框架，实现了多个主动学习策略，包括：熵（Entropy）、最大梯度改变（ECG）等。☆86Aug 9, 2018Updated 7 years ago
- An implementation of the BADGE batch active learning algorithm.☆215Jun 5, 2024Updated last year
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆69Aug 16, 2023Updated 2 years ago
- A list of active learning methods for deep learning.☆65Jan 14, 2024Updated 2 years ago
- Code for Multiple Instance Active Learning for Object Detection, CVPR 2021☆340Apr 21, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Deep Bayesian Active Learning with Image Data by Gal et al. (ICML 2017)☆46Apr 3, 2022Updated 4 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆106Oct 22, 2024Updated last year
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆91Sep 14, 2021Updated 4 years ago
- Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)☆176Dec 1, 2021Updated 4 years ago
- [MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"☆133Jun 7, 2025Updated 11 months ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆109Sep 19, 2023Updated 2 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆279Oct 23, 2018Updated 7 years ago
- The official implementation of CALD: Consistency-basd Active Learning for Object Detection☆85Aug 15, 2023Updated 2 years ago
- Bayesian active learning library for research and industrial usecases.☆930Dec 3, 2025Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [CVPR2021] VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning☆14Oct 3, 2021Updated 4 years ago
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆45Sep 22, 2023Updated 2 years ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,576May 11, 2026Updated last week
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆40Sep 14, 2022Updated 3 years ago
- [AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406☆91Nov 4, 2023Updated 2 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models☆42Mar 14, 2025Updated last year
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,854May 24, 2024Updated 2 years ago
- [CVPR 2024] Plug and Play Active Learning for Object Detection☆103Apr 28, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For…☆202Sep 26, 2019Updated 6 years ago
- Deep Batch Active Learning for Regression☆75Oct 3, 2024Updated last year
- Code Release for "Transferable Query Selection for Active Domain Adaptation"(CVPR2021)☆25Mar 12, 2022Updated 4 years ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆156Feb 5, 2023Updated 3 years ago
- Official Implementation of "Box-Level Active Detection (CVPR2023 highlight)"☆24Jan 3, 2024Updated 2 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆232Jul 6, 2023Updated 2 years ago
- Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"☆57May 3, 2024Updated 2 years ago