activelearning

Everything you need about Active Learning (AL).

Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.

Awesome Active Learning Paper List

Tornado is a human-in-the-loop machine learning framework that helps you exploit your unlabelled data to train models through a simple and easy to use web interface.

Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".

Chatbot utilizando o conceito de Active Learning com o Bot Framework v3 e o LUIS (Microsoft Cognitive Services)

KNIME Active Learning (Labs)

Non-Uniform Subset Selection for Active Learning in Structured Data

Chatbot utilizando o conceito de Active Learning com o Bot Framework v4 e o LUIS (Microsoft Cognitive Services)

The demo partially associated with the following papers: "Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images" and "Multiclass Non-Randomized Spectral–Spatial Active Learning for Hyperspectral Image Classification".

KL-Ergodic Exploration from Equilibrium

The following demo comes for two papers "Spatial-prior generalized fuzziness extreme learning machine autoencoder-based active learning for hyperspectral image classification" and "Multi-layer Extreme Learning Machine-based Autoencoder for Hyperspectral Image Classification".

Chatbot integrado ao LUIS e ao QnA Maker com Active Learning em um cenário híbrido

A Comparative Evaluation of Active Learning Methods in Deep Recommendation

Code base for actively eliciting expensive/ cumbersome features of the most informative data instance. (IJCAI 2018)

Strata 2018 Tutorial: R and Python for Scalable Data Science

The code in this repository makes it possible to reproduce the results of my master thesis "Evaluation of the performance of neural network models and classical models in the context of Active Learning for Systematic Reviewing"

Code for the paper "Reinforced Active Learning for Image Segmentation", adapted to the medical domain for 3D anatomical and pathological segmentation.