VowpalWabbit / 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 learning.

c-plus-plus machine-learning reinforcement-learning cpp active-learning online-learning contextual-bandits learning-to-search

Updated Jul 23, 2020
C++

doccano / doccano

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Open source text annotation tool for machine learning practitioner.

python machine-learning natural-language-processing dataset datasets active-learning annotation-tool text-annotation data-labeling

Updated Jul 22, 2020
Python

modAL-python / modAL

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A modular active learning framework for Python

python machine-learning scikit-learn machine-learning-algorithms machine-learning-library machine-learning-api bayesian-optimization active-learning active-learning-module

Updated May 21, 2020
Python

python-adaptive / adaptive

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📈 Adaptive: parallel active learning of mathematical functions

python machine-learning parallel parallel-computing adaptive-learning adaptive active-learning live-plots adaptive-sampling

Updated Jun 30, 2020
Python

ntucllab / libact

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Pool-based active learning in Python

machine-learning machine-learning-library active-learning

Updated May 30, 2020
Python

shubhomoydas / ad_examples

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A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

streaming timeseries time-series lstm generative-adversarial-network gan rnn autoencoder ensemble-learning trees active-learning concept-drift graph-convolutional-networks interpretability anomaly-detection adversarial-attacks explaination anogan unsuperivsed nettack

Updated Jul 20, 2020
Python

NUAA-AL / ALiPy

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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.

python machine-learning toolbox active-learning

Updated Nov 5, 2019
Python

ANSSI-FR / SecuML

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Machine Learning for Computer Security

mysql python machine-learning sqlalchemy gui labels dataset intrusion-detection active-learning malware-detection interactive-machine-learning rare-category-detection

Updated Feb 20, 2020
Python

explosion / prodigy-recipes

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🍳 Recipes for the Prodigy, our fully scriptable annotation tool

nlp data-science machine-learning natural-language-processing computer-vision annotation artificial-intelligence spacy prodigy active-learning annotation-tool data-annotation labeling-tool machine-teaching

Updated Jun 17, 2020
Python

inception-project / inception

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INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

java sparql uima active-learning annotation-tool entity-linking annotation-editor

Updated Jul 23, 2020
Java

benedekrozemberczki / SEAL-CI

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A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

deep-learning tensorflow machine-learning-algorithms pytorch deepwalk deep-learning-algorithms network-embedding active-learning graph-convolutional-networks gcn node2vec graph-embedding graph-classification active-learning-module node-classification graph-neural-networks graph-representation-learning graph-convolution gnn graph-neural-network

Updated May 31, 2020
Python

walzimmer / 3d-bat

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3D Bounding Box Annotation Tool (3D-BAT) Point cloud and Image Labeling

Updated Feb 29, 2020
JavaScript

RTIInternational / SMART

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Smarter Manual Annotation for Resource-constrained collection of Training data

text-classification supervised-learning active-learning labeling-tool

Updated Jun 5, 2020
Python

dsgissin / DiscriminativeActiveLearning

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Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting. For the blog:

machine-learning deep-learning egl active-learning uncertainty-sampling core-set adversarial-active-learning bayesian-active-learning

Updated Sep 26, 2019
Python

asreview / asreview

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Active learning for systematic reviews

research deep-learning literature arxiv systematic-literature-reviews learning-algorithms active-learning systematic-reviews utrecht-university covid-19 asreview

Updated Jul 23, 2020
Python

hcmlab / nova

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NOVA is a tool for annotating and analyzing behaviours in social interactions. It supports Annotators using Machine Learning already during the coding process. Further it features both, discrete labels and continuous scores and a visuzalization of streams recorded with the SSI Framework.