https://github.com/modal-inria/mixtcomp-docker

https://github.com/modal-inria/mixtcomp-docker

Last synced: 3 days ago
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• Host: GitHub
• URL: https://github.com/modal-inria/mixtcomp-docker
• Owner: modal-inria
• Created: 2020-09-16T08:28:24.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-09-29T11:38:05.000Z (over 4 years ago)
• Last Synced: 2024-11-11T22:26:45.487Z (2 months ago)
• Language: R
• Size: 277 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# MixtComp Docker

Build

```

sudo docker build -t mixtcomp/docker .

```

Learn with default files (*data.csv*, *model.csv*, *algo.json*, *param.json*)

```

sudo docker run --rm  -v :/home/docker/data mixtcomp/docker

```

Predict with the learnt model

```

sudo docker run --rm -v :/home/docker/data mixtcomp/docker data/data.csv data/model.csv data/algo.json data/param.json data/resLearn.RData

```

## Learn mode

4 files:

- data csv file with semicolon (;) as separator and the first line as column names

- model csv file with semicolon (;) as separator and the first line as column names

- algo json file containing the SEM algorithm's parameters (see associated documentation in *RMixtComp* or *data[-functional]-example/algo.json* file)

- param json file containing the mixtCompLearn/mixtCompredict function parameters (see associated documentation in *RMixtComp* or *data[-functional]-example/param.json* file)

The output is saved in */resLearn.RData*.

## Predict mode

5 files:

- same 4 first files as learn mode

- res containing the learnt model (".RData" file with a saved MixtComp object named *res*)

The output is saved in */resPredict.RData*.