wednesday-14:40 Session List

Talk pydata-deep-learning

How to Trust Your Deep Learning Code

Tilman Krokotsch

Best Practice, Neural Networks / Deep Learning

Write unit tests and learn to trust your Deep Learning code again.

Talk pycon-libraries

jsonargparse - Say goodbye to configuration hassles

Marianne Stecklina

Best Practice

A proper CLI would be nice, but you're way too lazy to write it? Join this talk to learn about the open-source library jsonargparse!

Talk pycon-web

Navigating the limitations of Python’s concurrency model in web services

Tarek Mehrez

APIs, Architecture, Parallel Programming / Async

Ever wondered when you should favor an async web framework? How do they compare to your good old python services when scaling is in question? Then this is the talk for you

Talk pycon-python-language

There Are Python 2 Relics in Your Code

Miroslav Šedivý

Coding / Code-Review, Python - CPython new features, Python fundamentals

Should we return to Python 2 or should we get rid of all Python 2 relics from our code?

Talk pydata-natural-language-processing

Transformer based clustering: Identifying product clusters for E-commerce

Sebastian Wanner, Christopher Lennan

Natural Language Processing, Neural Networks / Deep Learning, Use Case

Transformer based clustering with Sentence-Transformers and Facebook Faiss for an E-commerce use case where we clustered offers to automatically generate new products.