modAL
Active Learning Framework
A modular framework for building active learning workflows with flexible model selection and custom query strategies.
A modular active learning framework for Python
2k stars
45 watching
325 forks
Language: Python
last commit: over 2 years agoLinked from 4 awesome lists
active-learningactive-learning-modulebayesian-optimizationmachine-learningmachine-learning-algorithmsmachine-learning-apimachine-learning-librarypythonscikit-learn
josephmisiti/awesome-machine-learning
academic/awesome-datascience
ethicalml/awesome-production-machine-learning
krzjoa/awesome-python-data-scienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 baal-org/baal | A tool that enables interactive querying of machine learning models to improve their accuracy and efficiency | 876 |
 raymin0223/logo | An implementation of federated active learning with a novel sampling strategy to improve performance on decentralized machine learning tasks | 31 |
 rmgarnett/active_learning | A toolbox for testing active learning algorithms in MATLAB | 46 |
 kengz/slm-lab | A comprehensive framework for deep reinforcement learning using PyTorch. | 1,256 |
 microsoft/0xdeca10b | A framework for hosting and training machine learning models on a blockchain, enabling secure sharing and prediction without requiring users to pay for data or model updates. | 559 |
 usc-sail/fed-multimodal | An open source framework for multimodal federated learning applications with various action recognition and emotion recognition models. | 83 |
 sb-ai-lab/lightautoml | A framework for creating machine learning models with minimal code and customization options | 1,235 |
 pmerienne/trident-ml | A real-time online machine learning library built on top of Storm and Trident. | 381 |
 millionintegrals/vel | A collection of modular deep learning components that can be easily configured and reused in various applications. | 276 |
 scottfreellc/alphapy | An autoML framework for building and analyzing trading systems and sports betting models using machine learning algorithms. | 1,170 |
 lehy/ocaml-sklearn | Enables machine learning with scikit-learn in OCaml | 34 |
 aleksandr-mor/learning | A repository for exploring and learning various programming projects to improve skills | 9 |
 adrianmoisey/learn-python | A collection of resources and tutorials for learning the Python programming language | 223 |
 subho406/omninet | An implementation of a unified architecture for multi-modal multi-task learning using PyTorch. | 515 |
 opengvlab/multi-modality-arena | An evaluation platform for comparing multi-modality models on visual question-answering tasks | 478 |