A modular active learning framework for Python
☆2,338Feb 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
Sorting:
- 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
- ☆1,163Dec 5, 2022Updated 3 years ago
- Pool-based active learning in Python☆789Feb 12, 2026Updated 2 weeks ago
- Deep Active Learning☆847Oct 3, 2022Updated 3 years ago
- PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book☆984Dec 8, 2022Updated 3 years ago
- Bayesian active learning library for research and industrial usecases.☆921Dec 3, 2025Updated 2 months ago
- Active Learning for Text Classification in Python☆639Feb 1, 2026Updated 3 weeks ago
- A system for quickly generating training data with weak supervision☆5,940May 2, 2024Updated last year
- 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
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,333Jan 13, 2026Updated last month
- Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.☆247Jun 5, 2024Updated last year
- A curated list of awesome Active Learning☆796Oct 20, 2024Updated last year
- A scikit-learn compatible neural network library that wraps PyTorch☆6,150Feb 16, 2026Updated last week
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Sep 2, 2024Updated last year
- 🌊 Online machine learning in Python☆5,726Feb 9, 2026Updated 2 weeks ago
- Fit interpretable models. Explain blackbox machine learning.☆6,802Updated this week
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆278Oct 23, 2018Updated 7 years ago
- Everything you need about Active Learning (AL).☆969Jun 1, 2024Updated last year
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,772Feb 10, 2026Updated 2 weeks ago
- A game theoretic approach to explain the output of any machine learning model.☆25,072Feb 20, 2026Updated last week
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,082Feb 2, 2026Updated 3 weeks ago
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,359Oct 27, 2025Updated 4 months ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,049Sep 11, 2025Updated 5 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,395Feb 19, 2025Updated last year
- Algorithms for explaining machine learning models☆2,610Oct 17, 2025Updated 4 months ago
- Algorithms for outlier, adversarial and drift detection☆2,493Dec 11, 2025Updated 2 months ago
- Variational Adversarial Active Learning (ICCV 2019)☆232Jul 6, 2023Updated 2 years ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,860Feb 21, 2026Updated last week
- Uniform Manifold Approximation and Projection☆8,102Feb 14, 2026Updated 2 weeks ago
- Lime: Explaining the predictions of any machine learning classifier☆12,101Jul 25, 2024Updated last year
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆222Aug 4, 2020Updated 5 years ago
- Model interpretability and understanding for PyTorch☆5,560Updated this week
- Bayesian optimization in PyTorch☆3,470Updated this week
- An open source python library for automated feature engineering☆7,614Feb 3, 2026Updated 3 weeks ago
- Data augmentation for NLP☆4,644Jun 24, 2024Updated last year
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,618Feb 8, 2026Updated 2 weeks ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,834Updated this week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,811Feb 23, 2024Updated 2 years ago
- Awesome Active Learning Paper List☆147Apr 23, 2024Updated last year