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table of notebooks #29

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23 changes: 23 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -6,3 +6,26 @@ Some examples include:
- A Plotly dashboard using cuDF, cuGraph, and cuSpatial at: showcase/team_contributions/Spatial-Analytics-Viz

Have a look around!

## Notebooks

| Notebook | Topic(s) | Tool(s) |
|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| [mortgage_e2e.ipynb](https://github.com/rapidsai-community/showcase/blob/main/benchmarks/mortgage/mortgage_e2e.ipynb) | ETL, ML | [cudf](https://docs.rapids.ai/api/cudf/stable/), [dask-cuda](https://docs.rapids.ai/api/dask-cuda/stable/), [rmm](https://docs.rapids.ai/api/rmm/stable/), [XGBoost](https://xgboost.readthedocs.io/en/stable/) |
| [woesc_demo_vehicle_data_gpu.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/GTC_2021/credit_scorecard/gpu/woesc_demo_vehicle_data_gpu.ipynb) | ETL, ML | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cuml](https://docs.rapids.ai/api/cuml/stable/), [cupy](https://cupy.dev/) |
| [01 Data Inspection and Validation.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/JupyterCon_2020_RAPIDSViz/01%20Data%20Inspection%20and%20Validation.ipynb) | ETL, EDA | [cudf](https://docs.rapids.ai/api/cudf/stable/), [hvplot](https://hvplot.holoviz.org/) |
| [02 Exploratory Data Visualization.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/JupyterCon_2020_RAPIDSViz/02%20Exploratory%20Data%20Visualization.ipynb) | ETL, EDA, Graph | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cugraph](https://docs.rapids.ai/api/cugraph/stable/), [cuxfilter](https://docs.rapids.ai/api/cuxfilter/stable/) |
| [03 Data Analysis with Visual Analytics.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/JupyterCon_2020_RAPIDSViz/03%20Data%20Analysis%20with%20Visual%20Analytics.ipynb) | ETL, EDA, Graph | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cugraph](https://docs.rapids.ai/api/cugraph/stable/), [cupy](https://cupy.dev/), [cuxfilter](https://docs.rapids.ai/api/cuxfilter/stable/), [datashader](https://datashader.org/), [hvplot](https://hvplot.holoviz.org/) |
| [04 Explanatory Data Visualization.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/JupyterCon_2020_RAPIDSViz/04%20Explanatory%20Data%20Visualization.ipynb) | ETL, EDA, Graph | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cugraph](https://docs.rapids.ai/api/cugraph/stable/), [cuxfilter](https://docs.rapids.ai/api/cuxfilter/stable/), [plotly dash](https://dash.plotly.com/) |
| [cyBERT_training_inference.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/KDD_2020/notebooks/cybert/cyBERT_training_inference.ipynb) | ML | [cudf](https://docs.rapids.ai/api/cudf/stable/), [pytorch](https://pytorch.org/), [transformers](https://huggingface.co/docs/transformers/en/index) |
| [hlca_lung_gpu_analysis.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/KDD_2020/notebooks/Lungs/hlca_lung_gpu_analysis.ipynb) | ML | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cupy](https://cupy.dev/), [cuml](https://docs.rapids.ai/api/cuml/stable/), [rmm](https://docs.rapids.ai/api/rmm/stable/) |
| [rossmann-store-sales-example.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/KDD_2020/notebooks/nvtabular/rossmann-store-sales-example.ipynb) | ML | [cudf](https://docs.rapids.ai/api/cudf/stable/), [nvtabular](https://developer.nvidia.com/merlin) |
| [1_rapids_seattleParking.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/KDD_2020/notebooks/parking/codes/1_rapids_seattleParking.ipynb) | ETL | [cudf](https://docs.rapids.ai/api/cudf/stable/) |\n| [2_rapids_seattleParking_graph.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/KDD_2020/notebooks/parking/codes/2_rapids_seattleParking_graph.ipynb) | ETL, Graph | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cuspatial](https://docs.rapids.ai/api/cuspatial/stable/), [cugraph](https://docs.rapids.ai/api/cugraph/stable/) |
| [3_rapids_seattleParking_parkingNodes.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/KDD_2020/notebooks/parking/codes/3_rapids_seattleParking_parkingNodes.ipynb) | ETL, Graph | [cudf](https://docs.rapids.ai/api/cudf/stable/), [cuspatial](https://docs.rapids.ai/api/cuspatial/stable/), [cugraph](https://docs.rapids.ai/api/cugraph/stable/) |
| [NYCTax.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/KDD_2020/notebooks/Taxi/NYCTax.ipynb) | ETL, ML | [cudf](https://docs.rapids.ai/api/cudf/stable/), [rmm](https://docs.rapids.ai/api/rmm/stable/), [cugraph](https://docs.rapids.ai/api/cugraph/stable/), [XGBoost](https://xgboost.readthedocs.io/en/stable/) |
| [Overview-Taxi.ipynb](https://github.com/rapidsai-community/showcase/blob/main/event_notebooks/TMLS_2020/notebooks/Taxi/Overview-Taxi.ipynb) | ETL, Graph | [cudf](https://docs.rapids.ai/api/cudf/stable/) |
| [10min_to_cudf_colab.ipynb](https://github.com/rapidsai-community/showcase/blob/main/getting_started_tutorials/10min_to_cudf_colab.ipynb) | ETL | [cudf](https://docs.rapids.ai/api/cudf/stable/) |
| [cudf_pandas_colab_demo.ipynb](https://github.com/rapidsai-community/showcase/blob/main/getting_started_tutorials/cudf_pandas_colab_demo.ipynb) | ETL, EDA | [cudf](https://docs.rapids.ai/api/cudf/stable/) |
| [cudf_pandas_demo.ipynb](https://github.com/rapidsai-community/showcase/blob/main/getting_started_tutorials/cudf_pandas_demo.ipynb) | ETL, EDA | [cudf](https://docs.rapids.ai/api/cudf/stable/) |
| [cudf_pandas_stocks_demo.ipynb](https://github.com/rapidsai-community/showcase/blob/main/getting_started_tutorials/cudf_pandas_stocks_demo.ipynb) | ETL | [cudf](https://docs.rapids.ai/api/cudf/stable/) |
| [dask-sql-weather.ipynb](https://github.com/rapidsai-community/showcase/blob/main/getting_started_tutorials/dask-sql-weather.ipynb) | ETL | [dask-cuda](https://docs.rapids.ai/api/dask-cuda/stable/), [dask-cudf](https://docs.rapids.ai/api/dask-cudf/stable/), [dask-sql](https://dask-sql.readthedocs.io/en/latest/) |\n| [cuxfilter_tutorial.ipynb](https://github.com/rapidsai-community/showcase/blob/main/team_contributions/cuxfilter-tutorial/cuxfilter_tutorial.ipynb) | EDA | [cuxfilter](https://docs.rapids.ai/api/cuxfilter/stable/), [cugraph](https://docs.rapids.ai/api/cugraph/stable/) |