| Talks | Tutorials / Workshops 1 | Tutorials / Workshops 2 | |
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| 19 May 23:00 |
Life science workshop Interactive Discussion |
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| 20 May 00:00 |
Break |
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| 20 May 01:00 | Characterizing vegetation patch proximity and size across Australia with skimage and dask map overla Ben Leighton, Kimberley Opie | ||
| 20 May 01:30 | Making the most of your schedule: From HPC to Local Cluster Nick Mortimer, Paul Branson | ||
| 20 May 02:00 |
Break |
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| 20 May 03:00 | |||
| 20 May 04:30 |
Break |
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| 20 May 05:30 |
Dask Down Under: Marine Heatwave code (Tutorial) Nick Mortimer |
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| 20 May 07:30 |
Break |
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| 20 May 08:00 |
Life science workshop Interactive Discussion |
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| 20 May 09:00 |
Break |
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| 20 May 10:00 |
Social Event: Quiz Night Kathleen Burnett, Anywhere League |
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| 20 May 11:00 |
Scalable geospatial data analysis with Dask Joris Van den Bossche, Martin Fleischmann, Julia Signell
Outline Demo of dask-geopandas - Joris Van den Bossche spatialpandas - Jon Mease Datashader for visualizing geospatial data - Jim Bednar Use cases: Stefanie Lumnitz - GEDI data for biomass estimation, Anita Graser - movement data, Dani Arribas-Bel - areal interpolation Partitioning of spatial data - Martin Fleischmann + dicussion
IO - brief overview of current possibilities + open discussion about what is needed
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| 20 May 11:30 | Active Memory Management on Dask.distributed Guido Imperiale | ||
| 20 May 12:00 | Scaling Pandas using Dask: How to avoid all my mistakes Krishan Bhasin | ||
| 20 May 12:30 | Standardizing the Model Development and Approval Process Joe Wolfe, Ryan Soley | ||
| 20 May 13:00 |
Keynote Peter Wang and Travis Oliphant |
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| 20 May 14:00 | Dask in HPC Anderson Banihirwe, Guillaume Eynard-Bontemps |
Dask in Finance Workshop Mike McCarty
Presentations Deploying and adapting Dask at Two Sigma
Cindy Ge, Elaine Jiang
Using dask for large systems of financial models
Jonathan Moore, Menghan Chen
Universal Scalable Custom Estimators
Andrew Mshar
Rubicon
Ryan Soley
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| 20 May 14:30 | How Distributed LightGBM on Dask Works James Lamb | ||
| 20 May 15:00 | mlforecast: Scalable machine learning based time series forecasting José Morales | ||
| 20 May 15:30 | Scalable geospatial data analysis with Dask Tom Augspurger | ||
| 20 May 16:00 | Architectures for Scalable Analytic Dashboards in Python with Dask Distributed and Dash Jon Mease | Scale Machine Learning Code with Dask Andrew Mshar, Ryan Soley | Using GPUs to Accelerate Data Science with Dask + RAPIDS Jacob Schmitt |
| 20 May 16:30 | |||
| 20 May 17:30 |
Lightning Talks |
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| 20 May 18:00 |
Break |
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| 20 May 18:30 | Bringing Dask to High Performance Computing (HPC) Clusters and Grids Jenna Lau-Caruso, Michael Feiman | Bringing Dask Workloads to GPUs with RAPIDS Benjamin Zaitlen, Nick Becker | |
| 20 May 19:00 | Dask-on-Ray: Using Dask for Large-scale Data Processing on Ray Clark Zinzow | ||
| 20 May 19:30 | |||
| 20 May 20:00 | Keynote: Design Principles of Distributed Systems Holden Karau | ||
| 20 May 21:00 | |||