active-learning topic

List active-learning repositories

AL-MDN

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Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)

Bayesian-Active-Learning-Pytorch

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Implementation of Bayesian NNs in Pytorch (https://arxiv.org/pdf/1703.02910.pdf) (With some help from https://github.com/Riashat/Deep-Bayesian-Active-Learning/))

Active-Explainable-Classification

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A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification

ALiPy

860
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ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

refinery

1.4k
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The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

argilla

3.1k
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315
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Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

lightly

2.8k
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245
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A python library for self-supervised learning on images.

markup

234
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A web-based document annotation tool, powered by GPT-4 :rocket:

vowpal_wabbit

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Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learni...

modAL

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314
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A modular active learning framework for Python