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

GitHub

2k stars
44 watching
324 forks
Language: Python
last commit: 9 months ago
Linked from 4 awesome lists

active-learningactive-learning-modulebayesian-optimizationmachine-learningmachine-learning-algorithmsmachine-learning-apimachine-learning-librarypythonscikit-learn

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
baal-org/baal A tool that enables interactive querying of machine learning models to improve their accuracy and efficiency 868
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. 556
usc-sail/fed-multimodal An open source framework for multimodal federated learning applications with various action recognition and emotion recognition models. 80
sb-ai-lab/lightautoml A framework for creating machine learning models with minimal code and customization options 1,204
pmerienne/trident-ml A real-time online machine learning library built on top of Storm and Trident. 382
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. 1,160
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 222
subho406/omninet An implementation of a unified architecture for multi-modal multi-task learning using PyTorch. 512
opengvlab/multi-modality-arena An evaluation platform for comparing multi-modality models on visual question-answering tasks 467