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Merge pull request #1 from song-sangmin/argo-1
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adding argo-1 branch changes to ss-main
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song-sangmin authored Jun 12, 2024
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15 changes: 7 additions & 8 deletions README.md
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<img src="thumbnail.png" alt="thumbnail" width="300"/>

# Scikit-learn with Argo Observations Cookbook
# Scikit-learn on Argo Observations

[![nightly-build](https://github.com/song-sangmin/sklearn-argo/actions/workflows/nightly-build.yaml/badge.svg)](https://github.com/song-sangmin/sklearn-argo/actions/workflows/nightly-build.yaml)
[![Binder](https://binder.projectpythia.org/badge_logo.svg)](https://binder.projectpythia.org/v2/gh/song-sangmin/sklearn-argo/main?labpath=notebooks)
Expand All @@ -18,7 +18,7 @@ This Project Pythia Cookbook covers two objectives:

## Authors

[Song Sangmin (@song-sangmin), [Second Author](@second-author), etc. _Acknowledge primary content authors here_
[Song Sangmin](@song-sangmin), [Michael Chen](@second-author).

### Contributors

Expand All @@ -30,17 +30,16 @@ This Project Pythia Cookbook covers two objectives:

(State one or more sections that will comprise the notebook. E.g., _This cookbook is broken up into two main sections - "Foundations" and "Example Workflows."_ Then, describe each section below.)

This cookbook is broken up into __ sections:
This cookbook is broken up into two main sections.

1. Accessing BGC-Argo data with Argopy
2. Applying scikit-learn to prepare data for machine learning
3. Using sckikit-learn to develop regression models (e.g. RFR, XGBoost)
1. Argo Foundations
2. Scikit-learn Workflows

### Section 1: Accessing BGC-Argo ( Replace with the title of this section, e.g. "Foundations" )
### Section 1: Argo Foundations

(Add content for this section, e.g., "The foundational content includes ... ")

### Section 2: Scikit-learn ( Replace with the title of this section, e.g. "Example workflows" )
### Section 2: Scikit-learn Workflows

(Add content for this section, e.g., "Example workflows include ... ")

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3 changes: 3 additions & 0 deletions environment.yml
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Expand Up @@ -8,6 +8,7 @@ dependencies:
- python=3.9
- numpy
- scipy
- pip

# Data packages
- pandas
Expand All @@ -34,3 +35,5 @@ dependencies:
- hyperopt
- dataframe_image

- pip:
- argovisHelpers==0.0.26
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