ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.
☆899Jul 23, 2025Updated 8 months ago
Alternatives and similar repositories for ALiPy
Users that are interested in ALiPy 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 modular active learning framework for Python☆2,344Feb 26, 2024Updated 2 years ago
- Pool-based active learning in Python☆791Feb 12, 2026Updated last month
- ☆1,162Dec 5, 2022Updated 3 years ago
- Deep Active Learning☆851Oct 3, 2022Updated 3 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆986Dec 8, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- 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
- A curated list of awesome Active Learning☆797Mar 26, 2026Updated 2 weeks ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆279Oct 23, 2018Updated 7 years ago
- Bayesian active learning library for research and industrial usecases.☆922Dec 3, 2025Updated 4 months ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- 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
- Variational Adversarial Active Learning (ICCV 2019)☆232Jul 6, 2023Updated 2 years ago
- Everything you need about Active Learning (AL).☆975Mar 16, 2026Updated 3 weeks 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 last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Awesome Active Learning Paper List☆148Apr 23, 2024Updated last year
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆248Jun 5, 2024Updated last year
- Active Learning for Text Classification in Python☆637Apr 1, 2026Updated last week
- An implementation of the BADGE batch active learning algorithm.☆214Jun 5, 2024Updated last year
- 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
- scikit-activeml: A Comprehensive and User-friendly Active Learning Library☆185Apr 1, 2026Updated last week
- Active Learning on Image Data using Bayesian ConvNets☆140Nov 2, 2016Updated 9 years ago
- Active Learning using Multi Label Image Dataset☆14Feb 20, 2019Updated 7 years ago
- Code for Deep Bayesian Active Learning (ICML 2017)☆111Feb 21, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Jun 26, 2020Updated 5 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- labelit, label tool with active learning, for classification task. 自动标注，基于主动学习，边标注边学习，减少人工标注量。☆31Dec 9, 2022Updated 3 years ago
- Policy based Active Learning with DQN (EMNLP-2017)☆91Mar 26, 2018Updated 8 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆105Oct 22, 2024Updated last year
- A list of active learning methods for deep learning.☆64Jan 14, 2024Updated 2 years ago
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆90Sep 14, 2021Updated 4 years ago
- Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively …☆128May 24, 2022Updated 3 years ago
- [CVPR 2017] Official Implementation for AIFT☆93Jun 15, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Active Deep Learning for Medical Imaging Segmentation☆280Nov 22, 2022Updated 3 years ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆109Sep 19, 2023Updated 2 years ago
- Active Learning Workshop Materials☆121Mar 15, 2019Updated 7 years ago
- Code for the paper "Sampling Bias in Deep Active Classification: An Empirical Study"☆16Jun 17, 2024Updated last year
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆146Nov 24, 2018Updated 7 years ago
- Wasserstein Adversarial Active Learning☆29Jul 6, 2020Updated 5 years ago
- This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017☆88May 17, 2022Updated 3 years ago