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Added a new module for anomaly detection #301

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Closed

Added a new module for anomaly detection #301

wants to merge 1 commit into from

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m-gopichand
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@m-gopichand m-gopichand commented Apr 6, 2023

This script can be used to train a model for anomaly detector using browser's User agents

Fixes Issue

Closes #195

Changes proposed

Check List (Check all the applicable boxes)

  • My code follows the code style of this project.
  • My change requires changes to the documentation.
  • I have updated the documentation accordingly.
  • All new and existing tests passed.
  • This PR does not contain plagiarized content.
  • The title of my pull request is a short description of the requested changes.

Note to reviewers

This script can be used to train a model for anomaly detector using browser's User agents
@prakharguptaujjain
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Hi, @m-gopichand , could you please share the Colab file or .ipynb for the same? Maybe we can collaborate if you find it good.

@m-gopichand
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Hi, @prakharguptaujjain here is the link for collab file that i am currently working on , in this pull request the model i have used is a bit complex , and it is unfit for real world use because of its inferencing time.

The model in the PR use 3 features 'User agent', 'IP address', & 'Text'
The model's in colab file take only 'User agent' as feature , we can run series of experiments with this feature if the model accuracy is good then we can add other features later.

@m-gopichand m-gopichand closed this by deleting the head repository May 15, 2023
@eldraco
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eldraco commented May 15, 2023

Hi @m-gopichand , why did you close it? or was only by deleting your branch? We are still testing this one. Sorry for the delay.

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3 participants