Add RAPIDS and arrange custom environment directory (#181)

Co-authored-by: icoxfog417 <[email protected]>
aws · Dec 13, 2022 · dce266e · dce266e
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diff --git a/README.md b/README.md
@@ -73,16 +73,26 @@ We provide `.yml` files to set up various programming language / framework envir
 
 #### Programming language environment
 
-* [R](custom-environments/R/R.yml)
-* [Julia](custom-environments/julia/1-install-julia.ipynb)
+* [R environment](custom-environments/R/R.yml)
+* [Julia environment](custom-environments/julia/1-install-julia.ipynb)
 
 #### Speficic framework environment
 
-* [AutoGluon (CPU)](custom-environments/AutoGluon/autogluon_cpu.yml)
-* [fast.ai](custom-environments/fastai/fastai.yml)
+* [AutoGluon (CPU) environment](custom-environments/AutoGluon/autogluon_cpu.yml)
+   * [AutoGluon](https://auto.gluon.ai/stable/index.html) is AutoML library for quick prototype by state-of-the-art method without expert knowledge. 
+* [fast.ai environment](custom-environments/fastai/fastai.yml)
+   * [fast.ai](https://www.fast.ai/) is deep learning library which provides state-of-the-art results with high-level API for practitioners and low-level API for expert.
+* [SciPy environment](custom-environments/SciPy/scipy.yml)
+   * [SciPy](https://scipy.org/) is an open-source software for mathematics, science, and engineering.
+* [Diffusers environment](custom-environments/diffusers/diffusers.yml)
+   * [diffusers](https://github.com/huggingface/diffusers) provides pretrained diffusion models across multiple modalities, such as vision and audio, and serves as a modular toolbox for inference and training of diffusion models.
+* [RAPIDS environment](https://studiolab.sagemaker.aws/import/github/rapidsai-community/rapids-smsl/blob/main/rapids-smsl.ipynb) (external link)
+   * [RAPIDS](https://rapids.ai/index.html) provides GPU accelerated data science libraries.
 * [Geospatial environment](custom-environments/Geospatial/geospatial.yml)
-* [SciPy](custom-environments/SciPy/scipy.yml)
-* [Diffusers](custom-environments/diffusers/diffusers.yml)
+   * Geospatial environment is built from basic libraries for geospatial analysis such as [geopandas](https://geopandas.org/en/stable/), [shapely](https://github.com/shapely/shapely), and [folium](https://python-visualization.github.io/folium/quickstart.html#Getting-Started), etc.
+* [Medical image AI environment](https://github.com/aws/studio-lab-examples/blob/main/custom-environments/medical-image-ai/environment.yml)
+   * Medial image AI environment is built from basic libraries for medical image analysis such as [itkwidgets](https://github.com/InsightSoftwareConsortium/itkwidgets), [monai](https://monai.io/). 
+
 
 ### Community contents
 

diff --git a/use-r-in-studio-lab/1.InstallR.ipynb → custom-environments/R/1.InstallR.ipynb b/use-r-in-studio-lab/1.InstallR.ipynb → custom-environments/R/1.InstallR.ipynb
diff --git a/use-r-in-studio-lab/2.SampleR_NB.ipynb → custom-environments/R/2.SampleR_NB.ipynb b/use-r-in-studio-lab/2.SampleR_NB.ipynb → custom-environments/R/2.SampleR_NB.ipynb
diff --git a/custom-environments/R/R.yml b/custom-environments/R/R.yml
@@ -21,4 +21,4 @@ dependencies:
 - unixodbc
 - r-rmarkdown
 - r-tidymodels
-- r-tidyverse
+- r-tidyverse
diff --git a/custom-environments/itkwidgets/README.md → ...m-environments/medical-image-ai/README.md b/custom-environments/itkwidgets/README.md → ...m-environments/medical-image-ai/README.md
diff --git a/...m-environments/itkwidgets/environment.yml → ...ronments/medical-image-ai/environment.yml b/...m-environments/itkwidgets/environment.yml → ...ronments/medical-image-ai/environment.yml
diff --git a/custom-environments/itkwidgets/example.png → ...environments/medical-image-ai/example.png b/custom-environments/itkwidgets/example.png → ...environments/medical-image-ai/example.png