https://github.com/trangdata/tpot-nn

TPOT with a simple multilayer perceptron classifier
https://github.com/trangdata/tpot-nn

Last synced: about 1 year ago
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TPOT with a simple multilayer perceptron classifier

• Host: GitHub
• URL: https://github.com/trangdata/tpot-nn
• Owner: trangdata
• Created: 2019-02-01T22:16:10.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2020-03-10T15:31:16.000Z (about 6 years ago)
• Last Synced: 2025-01-13T01:34:46.807Z (about 1 year ago)
• Language: Python
• Size: 9.94 MB
• Stars: 0
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
## Datasets

## Jobs

For each dataset, submit the following jobs with 5 replicates each:

- tpot: LR

- tpot: MLP

- tpot: All modules enabled

- tpot-nn: LR

- tpot-nn: MLP

- tpot-nn: All modules (including NN) enabled

5 replicates on 6 TPOT pipelines for 4 datasets means 120 jobs need to be run.

## Submitting

To submit the entire array of jobs via LSF, use the following command in the repository root directory:

```

$ bsub -J "tpotNnArray[1:120]" < submit_job.sh

```