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Help Desk
Poster Session 1
Poster Session 2
Opening Session
Lynn Cherny
Getting Your Data Joie De Vivre Back!
beginner
Coffee Break
Olivier Grisel
Histogram-based Gradient Boosting in scikit-learn 0.21
intermediate
Christian Heimes, Steve Dower
Auditing hooks and security transparency for CPython
advanced
Tyler Brough
Using Python to Teach Computational Finance
beginner
Nemanja Milosevic
Classification Based on Missing Features in Deep Convolutional Neural Networks
beginner
Christoph Heer
Is it me, or the GIL?
advanced
Leonardo Rochael Almeida
From days to minutes, from minutes to milliseconds with SQLAlchemy
beginner
Jovan Veljanoski
Modern Data Science with Vaex: A new approach to DataFrames and pipelines
intermediate
Yan Orestes
Understanding how a malware works using Python
intermediate
Rogier van der Geer
How to train an image classifier using PyTorch
intermediate
Michele De Simoni
TensorFlow 2.0: TensorFlow Strikes Back
beginner
Sebastian Witowski
Wait, IPython can do that?!
intermediate
Samuel Colvin
Python's Parallel Programming Possibilities - 4 levels of concurrency
beginner
Matthieu Amiguet
Python for realtime audio processing in a live music context
beginner
Dougal Matthews
The Secret Life of Software
beginner
Mustafa Anil Tuncel
Bioinformatics pipeline for revealing tumour heterogeneity
beginner
Mai Giménez
Tensorflow Estimators
intermediate
Petr Stehlík
The dos and don'ts of task queues
intermediate
Shailen Sobhee
Accelerate your Deep Learning Inferencing with the Intel® DL Boost technology
advanced
Lunch
Sebastian Roll
From circuit board design to finished product
beginner
Martin Gfeller
Flexport – extremely pluggable reporting
intermediate
Oliver Bestwalter
The pytest/tox/devpi help desk
beginner
Emmanuelle Gouillart
Image processing with scikit-image and Dash
beginner
Paul Ganssle
Build your Python Extensions with Rust!
intermediate
Dom Weldon
Dash: Interactive Data Visualization Web Apps with no Javascript
beginner
Thomas Kluiters
Securely executing Python machine learning models with distroless images at ING
beginner
Marc-Andre Lemburg
PyRun - Shipping the Python 3.7 runtime in just 4.8MB
intermediate
Lilian Nandi anonymous
Teaching Programming to the Next Generation
intermediate
Elizaveta Shashkova
Visual debugger for Jupyter Notebooks: Myth or Reality?
intermediate
Alisa Dammer
Python vs Rust for Simulation
intermediate
Adriana Dorneles
What about recommendation engines?
beginner
Dimiter Naydenov
Extracting Tabular Data from PDFs with Camelot and Excalibur
beginner
Tom Forbes
Writing a Python autoreloader
intermediate
Coffee Break
Katherine Kampf
Building a Powerful Pet Detector in Notebooks
intermediate
Teresa Ingram
Opt Out of Online Sexism – Open Source Activism
beginner
Martin Christen
Geospatial Analysis using Python and JupyterHub
intermediate
Franziska Oschmann
Boosting research with machine learning.
beginner
Mark Smith
Publish a (Perfect) Python Package on PyPI
beginner
Sven-Hendrik Haase
Become a command line wizard
beginner
Shailen Sobhee
Supercharge your Deep Learning algorithms with optimized software
intermediate
Cheuk Ho
Do we have a diversity problem in Python community?
beginner
Paolo Galeone
Dissecting tf.function to discover AutoGraph strengths and subtleties
intermediate
Peter Entschev
Distributed Multi-GPU Computing with Dask, CuPy and RAPIDS
beginner
Cristián Maureira-Fredes
Unleash the power of C++ in Python
advanced
Vita Smid
Static typing: beyond the basics of def foo(x: int) -> str:
intermediate
Yenny Cheung
Why You Should Pursue Public Speaking and How to Get There
beginner
Lightning Talks