A modular active learning framework for Python
☆2,363Feb 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…☆906Jul 23, 2025Updated last year
- ☆1,163Dec 5, 2022Updated 3 years ago
- Pool-based active learning in Python☆792Aug 21, 2026Updated last week
- Deep Active Learning☆850Oct 3, 2022Updated 3 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆994Dec 8, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Bayesian active learning library for research and industrial usecases.☆934Dec 3, 2025Updated 8 months ago
- Active Learning for Text Classification in Python☆646May 24, 2026Updated 3 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 6 years ago
- A curated list of awesome Active Learning☆804Mar 26, 2026Updated 5 months ago
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆249Apr 13, 2026Updated 4 months ago
- Everything you need about Active Learning (AL).☆1,000Mar 16, 2026Updated 5 months ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆282Oct 23, 2018Updated 7 years ago
- A system for quickly generating training data with weak supervision☆6,004Jun 8, 2026Updated 2 months ago
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,640Jan 13, 2026Updated 7 months ago
- 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.
- Variational Adversarial Active Learning (ICCV 2019)☆231Jul 6, 2023Updated 3 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆223Aug 4, 2020Updated 6 years ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,174Updated this week
- Awesome Active Learning Paper List☆149Apr 23, 2024Updated 2 years ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Sep 2, 2024Updated last year
- A game theoretic approach to explain the output of any machine learning model.☆25,710Updated this week
- Fit interpretable models. Explain blackbox machine learning.☆6,929Updated this week
- 🌊 Online machine learning in Python☆5,951Aug 21, 2026Updated last week
- 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,807Apr 8, 2026Updated 4 months ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆109Sep 19, 2023Updated 2 years ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,122Jun 29, 2026Updated 2 months ago
- An active learning framework, using interchangeable algorithms and sample selection functions, including experimental results on a toy da…☆56May 3, 2019Updated 7 years ago
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,384Oct 27, 2025Updated 10 months ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,051Sep 11, 2025Updated 11 months ago
- Algorithms for outlier, adversarial and drift detection☆2,548Dec 11, 2025Updated 8 months ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,593Updated this week
- Uniform Manifold Approximation and Projection☆8,257Aug 21, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,399Feb 19, 2025Updated last year
- Lime: Explaining the predictions of any machine learning classifier☆12,163Jul 25, 2024Updated 2 years ago
- scikit-activeml: A Comprehensive and User-Friendly Active Learning Library for Reserach☆201Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,315Updated this week
- An implementation of the BADGE batch active learning algorithm.☆218Jun 5, 2024Updated 2 years ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,829Feb 23, 2024Updated 2 years ago
- 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