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add notebooks table to README #387

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21 changes: 21 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,27 @@ Once you've followed our guide, please don't forget to [test your notebooks!](TE
- `the_archive` - contains older notebooks from community members as well as notebooks that the RAPIDS team no longer updates, but are useful to the community, such as [`archived_rapids_blog_notebooks`](community_relaunch/the_archive/archived_rapids_blog_notebooks), [`archived_rapids_event_notebooks`](the_archive/archived_rapids_event_notebooks), and [`competition_notebooks`](the_archive/archived_rapids_competition_notebooks)
- `data` - contains small data samples used for purely functional demonstrations. Some notebooks include cells that download larger datasets from external websites.

### Notebooks

| Notebook | Topic(s) | Tool(s) |
|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [multi_gpu_pagerank](https://github.com/rapidsai-community/notebooks-contrib/blob/main/community_tutorials_and_guides/cugraph/multi_gpu_pagerank.ipynb) | pagerank | [cugraph](https://docs.rapids.ai/api/cugraph/stable/) |
| [dsql_vs_pyspark_netflow](https://github.com/rapidsai-community/notebooks-contrib/blob/main/community_tutorials_and_guides/dask-sql/dsql_vs_pyspark_netflow.ipynb) | ETL | [dask-sql](https://dask-sql.readthedocs.io/en/latest/), [spark](https://spark.apache.org/) |\n| [smsl-dask-sql](https://github.com/rapidsai-community/notebooks-contrib/blob/main/community_tutorials_and_guides/dask-sql/smsl-dask-sql.ipynb) | ETL, ML | [dask-sql](https://dask-sql.readthedocs.io/en/latest/), [cuml](https://docs.rapids.ai/api/cuml/stable/) |
| [rapids_ml_workflow_demo](https://github.com/rapidsai-community/notebooks-contrib/blob/main/community_tutorials_and_guides/synthetic_3D/rapids_ml_workflow_demo.ipynb) | ETL, ML | [cuml](https://docs.rapids.ai/api/cuml/stable/), [numba](https://numba.pydata.org/), [XGBoost](https://xgboost.readthedocs.io/en/stable/) |
| [NYCTaxi-E2E](https://github.com/rapidsai-community/notebooks-contrib/blob/main/community_tutorials_and_guides/taxi/NYCTaxi-E2E.ipynb) | ETL, EDA, ML | [dask-cudf](https://docs.rapids.ai/api/dask-cudf/stable/), [hvplot](https://hvplot.holoviz.org/), [cuspatial](https://docs.rapids.ai/api/cuspatial/stable/), [XGBoost](https://xgboost.readthedocs.io/en/stable/) |\n| [census_education2income_demo](https://github.com/rapidsai-community/notebooks-contrib/blob/main/community_tutorials_and_guides/census_education2income_demo.ipynb) | ETL, ML | [dask-cuda](https://docs.rapids.ai/api/dask-cuda/stable/), [cuml](https://docs.rapids.ai/api/cuml/stable/) |
| [rf_demo](https://github.com/rapidsai-community/notebooks-contrib/blob/main/community_tutorials_and_guides/rf_demo.ipynb) | ML | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cuml](https://docs.rapids.ai/api/cuml/stable/) |\n| [umap_demo_full](https://github.com/rapidsai-community/notebooks-contrib/blob/main/community_tutorials_and_guides/umap_demo_full.ipynb) | ML | [cuml](https://docs.rapids.ai/api/cuml/stable/), [umap](https://umap-learn.readthedocs.io/en/latest/) |
| [weather](https://github.com/rapidsai-community/notebooks-contrib/blob/main/community_tutorials_and_guides/weather.ipynb) | ETL, EDA | [dask-cudf](https://docs.rapids.ai/api/dask-cudf/stable/), [cuspatial](https://docs.rapids.ai/api/cuspatial/stable/) |
| [Overview-Taxi](https://github.com/rapidsai-community/notebooks-contrib/blob/main/conference_notebooks/TMLS_2020/notebooks/Taxi/Overview-Taxi.ipynb) | ETL | [rmm](https://docs.rapids.ai/api/rmm/stable/), [cudf](https://docs.rapids.ai/api/cudf/stable/), [cugraph](https://docs.rapids.ai/api/cugraph/stable/) |
| [federated_query_demo_dasksql](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/hello_worlds/dask-sql/federated_query_demo_dasksql.ipynb) | ETL | [dask-sql](https://dask-sql.readthedocs.io/en/latest/) |
| [01_Introduction_to_RAPIDS](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/01_Introduction_to_RAPIDS.ipynb) | ETL | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cuml](https://docs.rapids.ai/api/cuml/stable/) |\n| [02_Introduction_to_cuDF](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/02_Introduction_to_cuDF.ipynb) | ETL | [cudf](https://docs.rapids.ai/api/cudf/stable/) |
| [03_Introduction_to_Dask](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/03_Introduction_to_Dask.ipynb) | Tutorial | [dask](https://www.dask.org/) |\n| [04_Introduction_to_Dask_using_cuDF_DataFrames](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/04_Introduction_to_Dask_using_cuDF_DataFrames.ipynb) | ETL | [dask-cudf](https://docs.rapids.ai/api/dask-cudf/stable/) |\n| [06_Introduction_to_Supervised_Learning](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/06_Introduction_to_Supervised_Learning.ipynb) | ML | [cuml](https://docs.rapids.ai/api/cuml/stable/) |
| [07_Introduction_to_XGBoost](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/07_Introduction_to_XGBoost.ipynb) | ML | [XGBoost](https://xgboost.readthedocs.io/en/stable/) |\n| [09_Introduction_to_Dimensionality_Reduction](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/09_Introduction_to_Dimensionality_Reduction.ipynb) | ML | [cuml](https://docs.rapids.ai/api/cuml/stable/) |
| [10_Introduction_to_Clustering](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/10_Introduction_to_Clustering.ipynb) | ML | [cuml](https://docs.rapids.ai/api/cuml/stable/) |
| [11_Introduction_to_Strings](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/11_Introduction_to_Strings.ipynb) | EDA | [cudf](https://docs.rapids.ai/api/cudf/stable/) |
| [12_Introduction_to_Exploratory_Data_Analysis_using_cuDF](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/12_Introduction_to_Exploratory_Data_Analysis_using_cuDF.ipynb) | ETL | [cudf](https://docs.rapids.ai/api/cudf/stable/) |
| [13_Introduction_to_Time_Series_Data_Analysis_using_cuDF](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/13_Introduction_to_Time_Series_Data_Analysis_using_cuDF.ipynb) | ETL | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cuxfilter](https://docs.rapids.ai/api/cuxfilter/stable/) |
| [14_Introduction_to_Machine_Learning_using_cuML](https://github.com/rapidsai-community/notebooks-contrib/blob/main/getting_started_materials/intro_tutorials_and_guides/14_Introduction_to_Machine_Learning_using_cuML.ipynb) | ETL, ML | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cuml](https://docs.rapids.ai/api/cuml/stable/) |

## Great places to get started <a name="get_started"></a>

### Topics
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