Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data...
Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data...
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#430: Delightful Machine Learning Apps with Gradio
So, you've got this amazing machine learning model you created. And you want to share it and let your colleagues and users experiment with it on the web. How do you get started? Learning Flask or Django? Great frameworks, but you might consider Gradio which is a rapid development UI framework for ML models. On this episode, we have Freddy Boulton, to introduce us all to Gradio.
Links from the show
Freddy on Twitter: @freddy_alfonso_
Gradio: gradio.app
Use as API Example: huggingface.co
Components: gradio.app
Svelte: svelte.dev
Flutter UI/Code structure: docs.flutter.dev
XKCD Matplotlib Theme: matplotlib.org
Gradio XKCD Full Theme: huggingface.co
PrivateGPT: ai.meta.com
Langchain: docs.langchain.com
pipdeptree: pypi.org
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
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Talk Python Training
19/9/2023
59:43
#429: Taming Flaky Tests
We write tests to show us when there are problems with our code. But what if there are intermittent problems with the tests themselves? That can be big hassle. In this episode, we have Gregory Kapfhammer and Owain Parry on the show to share their research and advice for taming flaky tests.
Links from the show
Gregory Kapfhammer: gregorykapfhammer.com
Owain Parry on Twitter: @oparry9
Radon: pypi.org
pytest-xdist: github.com
awesome-pytest: github.com
Tenacity: readthedocs.io
Stamina: github.com
Flaky Test Management: docs.cypress.io
Flaky Test Management (Datadog): datadoghq.com
Flaky Test Management (Spotify): engineering.atspotify.com
Flaky Test Management (Google): testing.googleblog.com
Detecting Test Pollution: github.com
Surveying the developer experience of flaky tests paper: www.gregorykapfhammer.com
Build Kite CI/CD: buildkite.com
Flake It: Finding and Fixing Flaky Test Cases: github.com
Unflakable: unflakable.com
CircleCI Test Detection: circleci.com
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Mastodon: talkpython
Follow Michael on Mastodon: mkennedy
Sponsors
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Talk Python Training
11/9/2023
1:09:00
#428: Django Trends in 2023
Have you heard of Django? It's this little web framework that, well, kicked off much of Python's significance in the web space back in 2005. And that makes Django officially an adult. That's right, Django is now 18. And Django continues to lead the way on how community should be done for individual projects such as web frameworks. We have Carlton Gibson and Will Vincent back on the show this episode to discuss a bit of the Django history, Django trends in 2023, a little HTMX + Django, and lots more.
Links from the show
Guests
Will Vincent: wsvincent.com
Carlton Gibson: @[email protected]
Button.dev: btn.dev
Learn Django: learndjango.com
Django News: django-news.com
Yak-Shaving to Where the Puck is Going to Be Talk: youtube.com
Open Source for the Long Haul: fosstodon.org
Django 4.2: docs.djangoproject.com
Django 5: docs.djangoproject.com
Environs: github.com
Neapolitan: github.com
Django Template Paritals: github.com
Jinja Partials: github.com
Django Chat Podcast: djangochat.com
Locality of Behavior Essay: htmx.org
HTMX: htmx.org
You're Fullstack Now Meme: twitter.com
Deployment Checklist: docs.djangoproject.com
Django-HTMX: github.com
Django @Instagram DjangoChat: djangochat.com
Talk Python HTMX Course: talkpython.fm
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Mastodon: talkpython
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Talk Python Training
29/8/2023
1:09:50
#427: 10 Tips and Ideas for the Beginner to Expert Python Journey
Getting started in Python is pretty easy. There's even a t-shirt that jokes about it: I learned Python, it was a good weekend. But to go from know how to create variables and writing loops, to building amazing things like FastAPI or Instagram, well there is this little gap between those two things. On this episode we welcome Eric Matthes to the show. He has thought a lot about teaching Python and comes to share his 10 tips for going from Python beginner to expert.
Links from the show
Eric on LinkedIn: linkedin.com
Mostly Python Newsletter: mostlypython.substack.com
Python Crash Course Book: nostarch.com
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Mastodon: talkpython
Follow Michael on Mastodon: mkennedy
Sponsors
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Talk Python Training
19/8/2023
1:06:06
#426: What's New in PyScript [August 2023]
One of the most exciting initiatives in the Python space these days is pyscript which enables Python running natively in your browser. With consistent support from the folks at Anaconda, this project has been making solid strides since its initial release. On this episode we catch up with Fabio Pliger and Nicholas Tollervey to see where they are with the pyscript project.
Links from the show
Guests and Host Links
Nicholas Tollervey: @[email protected]
Fabio Pliger: @b_smoke
Michael Kennedy: @[email protected]
pyscript: pyscript.net
pyscript on Github: github.com
Tic Tac Toe Example App: pyscriptapps.com
PyperCard: github.com
MicroPython: micropython.org
pyscript core: pyscript.net
Nich's PyScript gets Python anywhere there's a browser video: youtube.com
HTMX: htmx.org
Birth and Death of JavaScript: destroyallsoftware.com
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Mastodon: talkpython
Follow Michael on Mastodon: mkennedy
Sponsors
PyCharm
Sentry Error Tracing, Code TALKPYTHON
Talk Python Training
Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.