A modular active learning framework for Python
☆2,376Feb 26, 2024Updated 2 years ago
Alternatives and similar repositories for modAL
Users that are interested in modAL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze t…☆903Jul 23, 2025Updated last year
- ☆1,163Dec 5, 2022Updated 3 years ago
- Pool-based active learning in Python☆791Oct 12, 2026Updated 2 weeks ago
- Deep Active Learning☆850Oct 3, 2022Updated 4 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆995Dec 8, 2022Updated 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.
- Bayesian active learning library for research and industrial usecases.☆937Dec 3, 2025Updated 10 months ago
- Active Learning for Text Classification in Python☆646Oct 19, 2026Updated last week
- A curated list of awesome Active Learning☆807Mar 26, 2026Updated 7 months ago
- Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For…☆205Sep 26, 2019Updated 7 years ago
- Everything you need about Active Learning (AL).☆1,010Mar 16, 2026Updated 7 months ago
- A system for quickly generating training data with weak supervision☆6,026Oct 13, 2026Updated 2 weeks ago
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆249Apr 13, 2026Updated 6 months ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆282Oct 23, 2018Updated 8 years ago
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,725Jan 13, 2026Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A scikit-learn compatible neural network library that wraps PyTorch☆6,184Updated this week
- Variational Adversarial Active Learning (ICCV 2019)☆231Jul 6, 2023Updated 3 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆224Aug 4, 2020Updated 6 years ago
- scikit-activeml: A Comprehensive and User-Friendly Active Learning Library for Reserach☆205Updated this week
- skweak: A software toolkit for weak supervision applied to NLP tasks☆925Sep 2, 2024Updated 2 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,855Apr 8, 2026Updated 6 months ago
- Fit interpretable models. Explain blackbox machine learning.☆6,971Updated this week
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,135Jun 29, 2026Updated 4 months ago
- 🌊 Online machine learning in Python☆6,137Updated this week
- 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.
- Awesome Active Learning Paper List☆149Apr 23, 2024Updated 2 years ago
- A game theoretic approach to explain the output of any machine learning model.☆25,836Updated this week
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,396Oct 19, 2026Updated last week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,408Feb 19, 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 8 years ago
- Algorithms for outlier, adversarial and drift detection☆2,553Dec 11, 2025Updated 10 months ago
- Uniform Manifold Approximation and Projection☆8,286Updated this week
- An implementation of the state-of-the-art Deep Active Learning algorithms☆109Sep 19, 2023Updated 3 years ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,055Sep 11, 2025Updated last year
- 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.
- This is a toolbox for Deep Active Learning, an extension from previous work https://github.com/ej0cl6/deep-active-learning (DeepAL toolbo…☆182May 6, 2024Updated 2 years ago
- Lime: Explaining the predictions of any machine learning classifier☆12,167Jul 25, 2024Updated 2 years ago
- Data augmentation for NLP☆4,664Updated this week
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,597Updated this week
- An implementation of the BADGE batch active learning algorithm.☆218Jun 5, 2024Updated 2 years ago
- An open source python library for automated feature engineering☆7,691Sep 11, 2026Updated last month
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,435Updated this week