Pool-based active learning in Python
☆789Feb 12, 2026Updated last month
Alternatives and similar repositories for libact
Users that are interested in libact are comparing it to the libraries listed below
Sorting:
- ☆1,163Dec 5, 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…☆899Jul 23, 2025Updated 7 months ago
- A modular active learning framework for Python☆2,343Feb 26, 2024Updated 2 years ago
- Deep Active Learning☆847Oct 3, 2022Updated 3 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆985Dec 8, 2022Updated 3 years ago
- Active Learning☆56Jun 6, 2015Updated 10 years ago
- 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
- active learning in python☆35Mar 23, 2017Updated 8 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆279Oct 23, 2018Updated 7 years ago
- Active Learning for text classification using scikit-learn☆24Jun 6, 2019Updated 6 years ago
- Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper☆35May 9, 2019Updated 6 years ago
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆146Nov 24, 2018Updated 7 years ago
- Code for Deep Bayesian Active Learning (ICML 2017)☆111Feb 21, 2018Updated 8 years ago
- Bayesian active learning library for research and industrial usecases.☆923Dec 3, 2025Updated 3 months 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
- Policy based Active Learning with DQN (EMNLP-2017)☆90Mar 26, 2018Updated 7 years ago
- Active Decision Boundary Annotation with Deep Generative Models☆10Nov 3, 2017Updated 8 years ago
- Active Learning Workshop Materials☆121Mar 15, 2019Updated 7 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 5 years ago
- Active Learning experiments for Machine Learning in Life Sciences Workshop ECML 2015☆16Oct 12, 2016Updated 9 years ago
- an active learning framework in python☆45Apr 30, 2016Updated 9 years ago
- Jupyter active learning annotator widget.☆23Dec 11, 2020Updated 5 years ago
- Active learning for deep learning☆19Oct 5, 2018Updated 7 years ago
- [CVPR 2017] Official Implementation for AIFT☆93Jun 15, 2021Updated 4 years ago
- An implementation of the BADGE batch active learning algorithm.☆212Jun 5, 2024Updated last year
- Active Learning on Image Data using Bayesian ConvNets☆140Nov 2, 2016Updated 9 years ago
- A system for quickly generating training data with weak supervision☆5,940May 2, 2024Updated last year
- 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
- Tensorflow implementation of "EGL-word" method in AAAI 2017 paper "Active Discriminative Text Representation Learning"☆23Nov 28, 2017Updated 8 years ago
- Deep Reinforcement Active learning - Master Thesis☆19Dec 7, 2022Updated 3 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆232Jul 6, 2023Updated 2 years ago
- Active learning for Big Data☆25Feb 26, 2026Updated 3 weeks ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆108Sep 19, 2023Updated 2 years ago
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆247Jun 5, 2024Updated last year
- An active learning framework, using interchangeable algorithms and sample selection functions, including experimental results on a toy da…☆56May 3, 2019Updated 6 years ago
- Active Learning using Multi Label Image Dataset☆14Feb 20, 2019Updated 7 years ago
- Implementation of Bayesian NNs in Pytorch (https://arxiv.org/pdf/1703.02910.pdf) (With some help from https://github.com/Riashat/Deep-Ba…☆31Sep 7, 2021Updated 4 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- This repository contains the code used in a publication 'Active Learning for Decision-Making from Imbalanced Observational Data', Iiris S…☆11May 14, 2019Updated 6 years ago