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update dependency installation guide
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HOWTO.md

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@@ -14,12 +14,12 @@ While the project is heavily opinionated, opinions are welcomed to be discussed:
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```
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2. Install dependencies using [pip](https://pip.pypa.io/en/stable/installing/). The following command
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will install the dependencies from `setup.py`. Note that installing dependencies with `-e`
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will install the dependencies from `setup.py`. In the backend it will run `pip install -e ".[test, serve]"`. Note that installing dependencies with `-e`
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editable mode is needed to properly run unit tests. `[test, serve]` is optional. `test` refers to
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unit test dependencies and `serve` refers to deployment dependencies.
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```bash
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pip install -e ".[test, serve]"
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make install
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```
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## Running the project
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## Docker
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Currently you can find the following docker files:
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Currently, you can find the following docker files:
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1. `jupyter.Dockerfile` builds an image for running notebooks.
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2. `test.Dockerfile` builds an image to run all tests in (`make test-docker`).
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3. `serve.Dockerfile` build an image to serve the trained model via a REST api.

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