active-learning topic
AL-MDN
Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)
Bayesian-Active-Learning-Pytorch
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
A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification
ALiPy
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
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
argilla
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
lightly
A python library for self-supervised learning on images.
markup
A web-based document annotation tool, powered by GPT-4 :rocket:
vowpal_wabbit
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
A modular active learning framework for Python