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
Alternatives and similar repositories for ALFramework
Users that are interested in ALFramework are comparing it to the libraries listed below
Sorting:
- 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
- [CVPR 2017] Official Implementation for AIFT☆93Jun 15, 2021Updated 4 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
- 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 on Convolutional Neural Network☆17Nov 2, 2016Updated 9 years ago
- Implementation of active learning based on BiLSTM-CRF☆17Mar 4, 2020Updated 6 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 5 years ago
- ☆1,163Dec 5, 2022Updated 3 years ago
- Everything you need about Active Learning (AL).☆974Updated this week
- A modular active learning framework for Python☆2,343Feb 26, 2024Updated 2 years ago
- ☆10Jun 8, 2021Updated 4 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- Pool-based active learning in Python☆789Feb 12, 2026Updated last month
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆985Dec 8, 2022Updated 3 years ago
- tensorflow text sum☆12Sep 2, 2017Updated 8 years ago
- An active annotation tool based on brat(https://github.com/nlplab/brat)☆19Aug 22, 2017Updated 8 years ago
- ☆54Jul 24, 2022Updated 3 years ago
- PREDICTING TONGUE MOTION IN UNLABELED ULTRASOUND VIDEOS USING CONVOLUTIONAL LSTM NEURAL NETWORKS☆19Oct 29, 2018Updated 7 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆279Oct 23, 2018Updated 7 years ago
- Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"☆12Aug 17, 2021Updated 4 years ago
- Input files for Batzner, S., Musaelian, A., Sun, L., Geiger, M., Mailoa, J. P., Kornbluth, M., ... & Kozinsky, B. (2021). E(3)-equivarian…☆16Jul 3, 2025Updated 8 months ago
- 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
- Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper☆35May 9, 2019Updated 6 years ago
- question answering based on the knowledge graph of construction enterprise☆21Nov 14, 2020Updated 5 years ago
- Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)☆38Jan 18, 2019Updated 7 years ago
- This is the implementation code for the paper "Trainable Undersampling for Class-Imbalance Learning" published in AAAI2019☆15Mar 17, 2019Updated 7 years ago
- Deep Active Learning☆847Oct 3, 2022Updated 3 years ago
- 关系抽取实验☆32May 29, 2016Updated 9 years ago
- 毕业设计-主动学习推荐系统的实现☆39Jul 29, 2024Updated last year
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆90Sep 14, 2021Updated 4 years ago
- Active Learning Workshop Materials☆121Mar 15, 2019Updated 7 years ago
- Multi-Criteria Active Deep Learning for Image Classification☆10Apr 14, 2019Updated 6 years ago
- ☆11May 18, 2019Updated 6 years ago
- Training and testing pipeline for ransomware classification based on screenshots of the splash screens or ransom notes (https://arxiv.org…☆11Jul 19, 2020Updated 5 years ago
- 关键词抽取项目☆24Sep 29, 2020Updated 5 years ago
- Deep Modular Co-Attention Networks for Visual Question Answering☆10Jul 10, 2019Updated 6 years ago
- DEAL : Difficulty-awarE Active Learning for Semantic Segmentaion☆21Nov 12, 2021Updated 4 years ago
- Entity Linking within a Social Media Platform☆11May 2, 2019Updated 6 years ago
- GemNet model in TensorFlow, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)☆27Apr 26, 2023Updated 2 years ago