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active-learning

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philippmwirth
philippmwirth commented Aug 5, 2021

Add examples for all ApiWorkflow functions

The ApiWorkflow class provides a lot of usability. You can e.g. create datasets, upload samples, upload embeddings, upload custom metadata, delete datasets, and more. But, currently, the documentation is rather thin. We should add a simple example on how to use these functions for all of them.

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.

  • Updated Aug 25, 2021
  • Python
asreview
govertv
govertv commented May 7, 2021

Feature Request

Is your feature request related to a problem? Please describe.
Simulation runs can take quite long for models with high computation times. The current default behavior is to stop the simulation when every single document has been labelled. However, after all relevant documents have been found, there is no reason to continue the simulation for most of the metrics currentl

SEAL-CI
masadcv
masadcv commented Aug 12, 2021

Within a typical scribbles based application, we want to save every scribbles volume sent to server for a given user session.
This will be useful for our research work in future, where we can look at how different users interacted over the progress of a session and also understand in more detail the way these interactions happened (e.g. number of scribbles interactions before submitting refined

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.

  • Updated Sep 13, 2021
  • C#

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