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danrgll committed Nov 18, 2023
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Expand Up @@ -27,7 +27,7 @@ As indicated with the `v0.x.x` version number, NePS is early stage code and APIs

### 1. Installation

Using pip
Using pip:

```bash
pip install neural-pipeline-search
Expand All @@ -37,9 +37,9 @@ pip install neural-pipeline-search

Using `neps` always follows the same pattern:

1. Define a `run_pipeline` function that evaluates architectures/hyperparameters for your problem
1. Define a search space `pipeline_space` of architectures/hyperparameters
1. Call `neps.run` to optimize `run_pipeline` over `pipeline_space`
1. Define a `run_pipeline` function that evaluates architectures/hyperparameters for your problem
1. Define a search space `pipeline_space` of architectures/hyperparameters
1. Call `neps.run` to optimize `run_pipeline` over `pipeline_space`

In code, the usage pattern can look like this:

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