Tutorials
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July 12 |
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| 09:00 AM to 01:00 PM | |||||||||||||
| 09:00 AM to 01:00 PM | Introduction to Python and Programming Matt Davis | Bayesian Data Science by Simulation Hugo Bowne-Anderson | The Jupyter Interactive Widget Ecosystem Matthew Craig, Itay Dafna, Martin Renou, Mariana Meireles and Youness Bennani | ||||||||||
| 01:00 PM to 02:00 PM | |||||||||||||
| 01:00 PM to 02:00 PM | Break | ||||||||||||
| 02:00 PM to 06:00 PM | |||||||||||||
| 02:00 PM to 06:00 PM | Introduction to Numerical Computing With NumPy Logan Thomas and Alexandre Chabot-Leclerc | HoloViz: Visualize all your data easily, from notebooks to dashboards James A. Bednar, Philipp Rudiger and Jean-Luc Stevens | Network Analysis Made Simple Mridul Seth | ||||||||||
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July 13 |
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| 09:00 AM to 01:00 PM | |||||||||||||
| 09:00 AM to 01:00 PM | Learn Python Through Data Processing in Pandas Daniel Chen | Magical NumPy with JAX Eric Ma | Fairness in AI Systems: From Social Context to Practice using Fairlearn Triveni Gandhi, Manojit Nandi, Miro Dudík, Hanna Wallach, Michael Madaio, Hilde Weerts, Adrin Jalali and Lisa Ibañez | ||||||||||
| 01:00 PM to 02:00 PM | |||||||||||||
| 01:00 PM to 02:00 PM | Break | ||||||||||||
| 02:00 PM to 06:00 PM | |||||||||||||
| 02:00 PM to 06:00 PM | Hands-On Introduction to Property-Based Testing for Science Zac Hatfield-Dodds and Ryan Soklaski | (D)Ask me Anything About Data Analytics at Scale Ramon Perez | Bioimage analysis fundamentals in Python Nicholas Sofroniew | ||||||||||
Conference
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July 14 |
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| 09:00 AM to 09:15 AM | |||||||||||||
| 09:00 AM to 09:15 AM | Welcome Announcements | ||||||||||||
| 09:15 AM to 10:00 AM | |||||||||||||
| 09:15 AM to 10:00 AM | Keynote: Michael Starch -- Little Helicopter, Big Data: Python’s Contributions to The First Flight on Mars | ||||||||||||
| 10:05 AM to 10:40 AM | |||||||||||||
| 10:05 AM to 10:40 AM | SciPy Tools Plenary Session | ||||||||||||
| 10:35 AM to 10:50 AM | |||||||||||||
| 10:35 AM to 10:50 AM | Break | ||||||||||||
| 10:50 AM to 11:20 AM | |||||||||||||
| 10:50 AM to 11:20 AM | Machine Learning & Data Science Modern Time Series Analysis with STUMPY Sean Law | General Portable performance on multi-threaded Sparse BLAS operations with PyRSB Michele Martone and Simone Bacchio | Data Visualization & Image Processing Needles in the haystack: Easy interactive dashboards allowing single-point selection in billion-row datasets Jean-Luc Stevens, Philipp Rudiger, Jon Mease and James A. Bednar | ||||||||||
| 11:25 AM to 11:55 AM | |||||||||||||
| 11:25 AM to 11:55 AM | Machine Learning & Data Science Build and Distribute Data Science Apps with Pyodide Michael Greminger | General Monitoring Scientific Python Usage on a Supercomputer Rollin Thomas, Laurie Stephey, Annette Greiner and Brandon Cook | Data Visualization & Image Processing Creating advanced machine vision applications using Python and 3D depth sensing Andrei Cozma and Dan Nechita | ||||||||||
| 12:00 PM to 12:30 PM | |||||||||||||
| 12:00 PM to 12:30 PM | Machine Learning & Data Science Speedup your model scoring with Hummingbird Karla Saur and Matteo Interlandi | General Building the NetworkX developer community K. Jarrod Millman | Data Visualization & Image Processing Plotting is easy, Graphics Acceleration is hard: Let’s do Videos instead! Sebastian M. Ernst | ||||||||||
| 12:30 PM to 01:15 PM | |||||||||||||
| 12:30 PM to 01:15 PM | Break | ||||||||||||
| 01:15 PM to 01:45 PM | |||||||||||||
| 01:15 PM to 01:45 PM | Machine Learning & Data Science Natural Language Processing with Pandas DataFrames Frederick Reiss | General A Review of Linear Programming for Python Nicholas McKibben, Dayton Hoffmann and Matt Haberland | Data Visualization & Image Processing Light Up Your Data with Streamlit Thomas Fan | ||||||||||
| 01:50 PM to 02:20 PM | |||||||||||||
| 01:50 PM to 02:20 PM | Machine Learning & Data Science Practical approaches for efficient hyperparameter optimization with Oríon Xavier Bouthillier and Yonggang Hu | General Building SciPy Kernels with Pythran Serge Guelton and Ralf Gommers | Data Visualization & Image Processing cuCIM - A GPU image I/O and processing library Gregory Lee, Gigon Bae, Benjamin Zaitlen, John Kirkham and Rahul Choudhury | ||||||||||
| 02:25 PM to 02:55 PM | |||||||||||||
| 02:25 PM to 02:55 PM | Machine Learning & Data Science dame-flame: A Python Library For Interpretable Matching for Causal Inference Neha Gupta, Sudeepa Roy, Cynthia Rudin and Alexander Volfovsky | General A Tour of Property-Based Testing: how I find bugs with the scientific method Zac Hatfield-Dodds | Data Visualization & Image Processing Data Visualization as The First and Last Mile of Data Science: Plotly Express and Dash Nicolas Kruchten | ||||||||||
| 03:00 PM to 04:00 PM | |||||||||||||
| 03:00 PM to 04:00 PM | Lightning Talks | ||||||||||||
| 04:00 PM to 04:10 PM | |||||||||||||
| 04:00 PM to 04:10 PM | Break: Move to Gather.Town | ||||||||||||
| 04:10 PM to 05:10 PM | |||||||||||||
| 04:10 PM to 05:10 PM | BoF PyOpenSci: Building A Diverse Community Around Peer Reviewed, Tested and Well-Documented Open Source Python Software Leah Wasser and David Nicholson | BoF How to Give a Lightning Talk Tracy Teal | BoF Python Data Visualization Jim Bednar and Thomas Caswell | BoF Python in Aerospace and Astronomy Aman Goel and Shreya Malviya | |||||||||
| 05:10 PM to 06:00 PM | |||||||||||||
| 05:10 PM to 06:00 PM | Networking Sessions Leadership in open source Melissa Weber Mendonça | Networking Sessions Documentation: make it happen Juan Luis Cano Rodríguez | Networking Sessions Funding Open Source Work Inessa Pawson | ||||||||||
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July 15 |
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| 09:00 AM to 09:15 AM | |||||||||||||
| 09:00 AM to 09:15 AM | Welcome Announcements | ||||||||||||
| 09:15 AM to 10:00 AM | |||||||||||||
| 09:15 AM to 10:00 AM | Keynote: Dr. Raychelle Burks -- Community, Computing, and Chemistry | ||||||||||||
| 10:05 AM to 10:40 AM | |||||||||||||
| 10:05 AM to 10:40 AM | SciPy Tools Plenary Session | ||||||||||||
| 10:35 AM to 10:50 AM | |||||||||||||
| 10:35 AM to 10:50 AM | Break | ||||||||||||
| 10:50 AM to 11:20 AM | |||||||||||||
| 10:50 AM to 11:20 AM | Physics & Astronomy Conformal mapping with sympy: Towards python-driven analytical modelling in physics Zoufine Lauer-Bare | Biology & Neuroscience Discovering directed transport of RNA in skeletal muscle by 3D microscopy image analysis and Markov chain simulation Chase Kelley, Lance Denes and Eric Wang | Computational Social Science & Digital Humanities Event Flow: a workflow to examine the interplay between events and the flow of information in historical newspapers Melvin Wevers | ||||||||||
| 11:25 AM to 11:55 AM | |||||||||||||
| 11:25 AM to 11:55 AM | Physics & Astronomy Distributed statistical inference with pyhf powered by funcX Matthew Feickert, Lukas Heinrich, Giordon Stark and Ben Galewsky | Biology & Neuroscience Scaling Science: leveraging Dask for life sciences Genevieve Buckley | Computational Social Science & Digital Humanities Visualizing Intersectionality using Python Laura K. Nelson | ||||||||||
| 12:00 PM to 12:30 PM | |||||||||||||
| 12:00 PM to 12:30 PM | Physics & Astronomy Accelerating Spectroscopic Data Processing Using Python and GPUs on NERSC Supercomputers Daniel Margala, Laurie Stephey, Stephen Bailey and Rollin Thomas | Biology & Neuroscience ROUNDTABLE: Biology & Neuroscience | Computational Social Science & Digital Humanities Telling the Tale: Narratives and Emotional Intensity in Political Texts Elliott Ash | ||||||||||
| 12:35 PM to 01:05 PM | |||||||||||||
| 12:35 PM to 01:05 PM | Physics & Astronomy ROUNDTABLE: Physics & Astronomy - State of the Field: Sustainable Software and Community Madicken Munk, Stuart Mumford, and Jim Pivarski | Biology & Neuroscience ROUNDTABLE: Biology & Neuroscience | Computational Social Science & Digital Humanities What is Feminist Data Science? Lauren F. Klein | ||||||||||
| 01:05 PM to 01:50 PM | |||||||||||||
| 01:05 PM to 01:50 PM | Diversity Keynote: Dr. Theresa Tanenbaum -- Advocating for Trans Inclusive Name Change Policies and Practices in Academic Publishing | ||||||||||||
| 01:50 PM to 02:20 PM | |||||||||||||
| 01:50 PM to 02:20 PM | General signac: Data Management and Workflows for Computational Researchers Bradley Dice, Brandon Butler and Sharon C. Glotzer | General Defeat obscure file formats with Parsita David Hagen | Computational Social Science & Digital Humanities Agent-based modelling for studying the past Izabela Anna Romanowska | ||||||||||
| 02:25 PM to 02:55 PM | |||||||||||||
| 02:25 PM to 02:55 PM | General Fuzzy environments for the perturbation, evaluation, and application of numerical uncertainty via Monte Carlo Arithmetic in the scientific Python ecosystem Gregory Kiar, Yohan Chatelain, Ali Salari, Eric Petit, Pablo de Oliveira Castro and Tristan Glatard | General Performance Analysis with Timemory Jonathan Madsen | General Multithreaded parallel Python through OpenMP support in Numba. Tim Mattson and Todd Anderson | ||||||||||
| 03:00 PM to 04:00 PM | |||||||||||||
| 03:00 PM to 04:00 PM | Lightning Talks | ||||||||||||
| 04:00 PM to 04:10 PM | |||||||||||||
| 04:00 PM to 04:10 PM | Break: Move to Gather.Town | ||||||||||||
| 04:10 PM to 05:10 PM | |||||||||||||
| 04:10 PM to 05:10 PM | BoF Diversity Success Stories in Open Source Carol Willing, Celia Cintas | BoF The Challenges of Gathering Machine Learning-ready Data Thomas Y. Chen, Luke Houtz | BoF Visual Studio Code for Data Scientists Paige Bailey, Claudia Regio | BoF Python in Finance Anshika Rajiv, Arnav Rajiv | |||||||||
| 05:10 PM to 06:00 PM | |||||||||||||
| 05:10 PM to 06:00 PM | Networking Sessions Future of Work: is remote the answer? Charles Stern | Networking Sessions To PhD or not to PhD David Nicholson, Paul Anzel | Networking Sessions Let’s talk about burnout May Ireland | ||||||||||
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July 16 |
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| 09:00 AM to 09:15 AM | |||||||||||||
| 09:00 AM to 09:15 AM | Welcome Announcements | ||||||||||||
| 09:15 AM to 10:00 AM | |||||||||||||
| 09:15 AM to 10:00 AM | Keynote: Dr. Fernando Perez -- SciPy and open source tools in science: successes and the challenges ahead | ||||||||||||
| 10:05 AM to 10:35 AM | |||||||||||||
| 10:05 AM to 10:35 AM | Machine Learning & Data Science The need for serverless Python Stephanie Wang | Earth, Ocean, Geo, & Atmospheric Science Using Python to Measure Seismic Silences and Bring Geoscience Projects to Students during COVID19 Lockdown Artash Nath | Maintainers Scaling Python and ML with Ray | pybind11 Robert Nishihara | Henry F. Schreiner | ||||||||||
| 10:35 AM to 10:50 AM | |||||||||||||
| 10:35 AM to 10:50 AM | Break | Break | Maintainers Towards data science for all: making JupyterLab accessible Ajax Telamonian | ||||||||||
| 10:50 AM to 11:20 AM | |||||||||||||
| 10:50 AM to 11:20 AM | Machine Learning & Data Science PyNNDescent: Fast Approximate Nearest Neighbor Search with Numba Leland Mcinnes | Earth, Ocean, Geo, & Atmospheric Science Predicting the economic impact of COVID-19 using real-time images from space Nataraj Dasgupta | Maintainers What's New in Matplotlib | A year in Spyder development: New debugger, user interface and API Hannah Aizenman | Carlos Cordoba | ||||||||||
| 11:25 AM to 11:55 AM | |||||||||||||
| 11:25 AM to 11:55 AM | Machine Learning & Data Science EELSpecNet: A Deep Learning Solution for Spectral Deconvolution of Electron Energy Loss Spectroscopy in Python S. Shayan Mousavi M., Alexandre Pofelski and Gianluigi A. Botton | Earth, Ocean, Geo, & Atmospheric Science It's Time for the Atmospheric Science Community to ACT Together Adam Theisen | Maintainers Adopting typing in scientific projects | Pandera: towards better testing tools for data science and machine learning Colin Carroll & Predrag Gruevski | Niels Bantilan | ||||||||||
| 12:00 PM to 12:30 PM | |||||||||||||
| 12:00 PM to 12:30 PM | Machine Learning & Data Science Learning spatial similarity using a generative model on map data Hayley Song | Earth, Ocean, Geo, & Atmospheric Science Ocetrac: morphological image processing for monitoring ocean temperature extremes Hillary Scannell, Luanne Thompson, Daniel Whitt, David John Gagne and Ryan Abernathey | Break | ||||||||||
| 12:30 PM to 01:15 PM | |||||||||||||
| 12:30 PM to 01:15 PM | Break | Lunch | Maintainers Panel Discussion | ||||||||||
| 01:15 PM to 01:45 PM | |||||||||||||
| 01:15 PM to 01:45 PM | Data Visualization & Image Processing Scaling up Python for Geo with Distributed Computing Brendan Collins | Earth, Ocean, Geo, & Atmospheric Science Python Framework to ease access to Climate and Weather Data in Machine Learning Baudouin Raoult and Stephan Siemen | Maintainers Panel Discussion | ||||||||||
| 01:50 PM to 02:20 PM | |||||||||||||
| 01:50 PM to 02:20 PM | Data Visualization & Image Processing itkwidgets: Interactive Web-based 3D and 2D Spatial Visualization for Python Matthew McCormick | Earth, Ocean, Geo, & Atmospheric Science Intelligent irrigation management using crop-models, optimization and machine learning Thomas Kelly and Timothy Foster | Maintainers Panel Discussion | ||||||||||
| 02:25 PM to 02:55 PM | |||||||||||||
| 02:25 PM to 02:55 PM | Data Visualization & Image Processing Big data, low effort: out-of-core visualization with the napari image viewer Draga Doncila Pop | Earth, Ocean, Geo, & Atmospheric Science Deep Learning with Python for Natural Disaster Relief from Satellite Imagery Thomas Chen | Maintainers Panel Discussion | ||||||||||
| 03:00 PM to 04:00 PM | |||||||||||||
| 03:00 PM to 04:00 PM | Lightning Talks | ||||||||||||
| 04:00 PM to 04:10 PM | |||||||||||||
| 04:00 PM to 04:10 PM | Break: Move to Gather.Town | ||||||||||||
| 04:10 PM to 05:10 PM | |||||||||||||
| 04:10 PM to 05:10 PM | BoF SciPy 2022 Jon Guyer, Corran Webster | BoF How to Sprint Tania Allard, Juan Nunez-Iglesias, Jacob Deppen | BoF PyTorch Applications for Real-World Solutions Thomas Y. Chen | BoF Time-to-event modeling in Python Brian Kent | |||||||||
| 06:00 PM to 10:00 PM | |||||||||||||
| 06:00 PM to 10:00 PM | SciPy 2021 Mentored Sprints -- APAC Time Zones Tania Allard, Juan Nunez-Iglesias | ||||||||||||
Sprints
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July 17 |
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| 05:00 AM to 09:00 AM | |||||||||||||
| 05:00 AM to 09:00 AM | SciPy 2021 Mentored Sprints - European Time Zones Tania Allard, Juan Nunez-Iglesias, Jacob Deppen, Joe Lucas | ||||||||||||
| 11:00 AM to 03:00 PM | |||||||||||||
| 11:00 AM to 03:00 PM | SciPy 2021 Mentored Sprints -- American Time Zones Tania Allard, Jacob Deppen, Joe Lucas | ||||||||||||
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July 18 |
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| 09:00 AM to 05:00 PM | |||||||||||||
| 09:00 AM to 05:00 PM | SciPy 2021 Sprints | ||||||||||||