☆1,163Dec 5, 2022Updated 3 years ago
Alternatives and similar repositories for active-learning
Users that are interested in active-learning are comparing it to the libraries listed below
Sorting:
- Deep Active Learning☆847Oct 3, 2022Updated 3 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆279Oct 23, 2018Updated 7 years ago
- A modular active learning framework for Python☆2,343Feb 26, 2024Updated 2 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆985Dec 8, 2022Updated 3 years ago
- Pool-based active learning in Python☆789Feb 12, 2026Updated last month
- 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
- 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☆796Oct 20, 2024Updated last year
- Active Learning Workshop Materials☆121Mar 15, 2019Updated 7 years ago
- Variational Adversarial Active Learning (ICCV 2019)☆232Jul 6, 2023Updated 2 years ago
- Everything you need about Active Learning (AL).☆974Updated this week
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆183May 6, 2024Updated last year
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- An implementation of the BADGE batch active learning algorithm.☆212Jun 5, 2024Updated last year
- 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
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆247Jun 5, 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
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆146Nov 24, 2018Updated 7 years ago
- Policy based Active Learning with DQN (EMNLP-2017)☆90Mar 26, 2018Updated 7 years ago
- A list of active learning methods for deep learning.☆64Jan 14, 2024Updated 2 years ago
- Awesome Active Learning Paper List☆148Apr 23, 2024Updated last year
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆105Oct 22, 2024Updated last year
- Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)☆38Jan 18, 2019Updated 7 years ago
- [CVPR 2017] Official Implementation for AIFT☆93Jun 15, 2021Updated 4 years ago
- Active Learning using Multi Label Image Dataset☆14Feb 20, 2019Updated 7 years ago
- Active Learning☆56Jun 6, 2015Updated 10 years ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆108Sep 19, 2023Updated 2 years ago
- Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper☆35May 9, 2019Updated 6 years ago
- A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.☆66Jun 26, 2020Updated 5 years ago
- Active learning + object detection☆102Feb 6, 2019Updated 7 years ago
- A greedy implementation of coreset based active learning for image classification (https://arxiv.org/abs/1708.00489)☆23Apr 11, 2021Updated 4 years ago
- Tensorflow implementation of "EGL-word" method in AAAI 2017 paper "Active Discriminative Text Representation Learning"☆23Nov 28, 2017Updated 8 years ago
- Adversarial Active Learning for Deep Networks☆14Oct 16, 2018Updated 7 years ago
- active learning in python☆35Mar 23, 2017Updated 8 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆44Sep 22, 2023Updated 2 years ago
- ☆47Feb 9, 2024Updated 2 years ago
- A system for quickly generating training data with weak supervision☆5,940May 2, 2024Updated last year