PyData meetups in Bristol for data-loving pythonistas. Powered by @john_sandall, @norhustla, @PerelloNieto.
Bristol, England
Joined January 2018
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PyData Bristol retweeted
⏰ Only 1 day left to submit your proposal for PyData London 2023! Don't miss your chance to be a part of this incredible event !
(Reason no. 1: Get a free speaker duck and a free ticket !)
Link in thread 🧵 below 👇
PyData Bristol retweeted
Never miss a #Python conference Call for Proposals (CfP) again with pythondeadlin.es, written by @JesperDramsch, powered by PRs 🐍⏳
This Post is from an account that no longer exists. Learn more
PyData Bristol retweeted
🧵 #PyDataLondon 2022 starts tomorrow! If you'd like to join us this weekend, please note tutorial tickets are sold out but some weekend tickets are still available.
Why come? Here's a full run-down of what you can expect this weekend... 1/n
PyData Bristol retweeted
Was really excited to take the PyTorch nightly release with the new M1 GPU for a spin tonight 🥳! Here are some early thoughts (that I can hopefully update later): sebastianraschka.com/blog/20…
PyData Bristol retweeted
The wait is finally over, the PyData London meetup is restarting along side our conference. Join us on May 31st for our reboot!
#pydata #pydatalondon #meetups #DataScience #London #data #MachineLearning
meetup.com/PyData-London-Mee…
PyData Bristol retweeted
It's happening! BPO is migrating to GitHub tomorrow. discuss.python.org/t/github-…
PyData Bristol retweeted
My name is Will McGugan. 👋 I am the creator of Rich and Textual, and the founder and CEO of Textualize. At the end of last year I took a year off to work on my Open-source projects and develop an idea that I believe will allow the terminal to eat some of the browser’s lunch.
PyData Bristol retweeted
TIL: @1Password has a CLI! So I can securely publish to @npmjs with:
npm publish --otp $(op get totp npmjs)
#productivity #devtwitter
Get CLI here: support.1password.com/comman…
PyData Bristol retweeted
Just pushed v1.0.0 of a new Python package "rich-click". If you're already using #click, just switch your import to get awesomely formatted CLI help text and errors, courtesy of @textualizeio #Rich 🌈✨
Code here: github.com/ewels/rich-click
Some top features... 🧵 (1/7)
PyData Bristol retweeted
Happy #InternationalEducationDay 🤓🌟
In its honor, the #PyData Global Impact Mentoring Program is opening a call for mentees! Learn new ways to further develop your career+increase your professional impact
Info + How to Apply below, open until 02/11:
forms.gle/DkoQZBegD69x9WAGA
PyData Bristol retweeted
My @PyDataGlobal 2021 talk on how to start using #agile for your #datascience & #analytics team is now public on YouTube!
"Agile projects are 28% more successful than traditional projects" but most data teams don't use agile. Here's your starter guide 👉 youtube.com/watch?v=7HR-vrYN…
PyData Bristol retweeted
New Year New MLOps Update! This time around we talk about what do we want to do in the next few months to make @gitlab a tool Data Scientists love to use: Rendered Notebook Diffs, Notebooks as Pipelines and Analytics Repository!
youtu.be/cmf3lQXDaB8
PyData Bristol retweeted
Seen some tweets about #Python lambdas recently.
There are alternatives to lambdas which are still one-liners but are faster and (arguably) simpler.
Let's look at a few.
<🧵>
PyData Bristol retweeted
TIL the small (~15 people) but humble consulting company @QuantStack carries a ton of weight in the Jupyter and package management communities:
medium.com/@QuantStack/quant…
The list of projects they led is impressive
PyData Bristol retweeted
My favorite book on MLOps and ML Pipelines is this book by @vtuulos
manning.com/books/effective-…
It introduces human-friendly APIs that are practical & easy to use.
Many tools promote fake rigor via unnecessary complexity and poor documentation. This book avoids that.
PyData Bristol retweeted
This is a really nice profiler for Python. It generates a nice tree view in the terminal that help you drill down in to where your code is spending the most time.
github.com/joerick/pyinstrum…
PyData Bristol retweeted
💪 Challenge:
1) Solve #AdventOfCode using the latest & greatest Python tech.
2) Write tests for everything, just to test @pytestdotorg. Also everyone will want to hire you.
3) Report bugs to package maintainers.
4) Sail into 2022 knowing you did good.
adventofcode.com/
## TODO
- [ ] Upgrade to Python 3.10.1 (6th Dec)
- [ ] Upgrade to @djangoproject 4.0 (7th Dec)
- [ ] Upgrade to @pytestdotorg 7.0.0rc1 (7th Dec)
- [ ] Install security upgrades for Python 3.9.9 and Djangos 3.2.10 et al
What did I miss?
PyData Bristol retweeted
Teaching my nine-year-old about the divide and average method for computing square roots.
The math was each to teach, but the #Python coding presented many challenges.
In instructor-speak, these are called “learning points” 😉
1/
PyData Bristol retweeted
(Of course) XGBoost does not always win on tabular datasets. Made a HW where students got to tinker w. hyperparam tuning techniques (grid search, randomized search, Hyperopt, Optuna, successive halving) and algos (GBMs and everything in scikit-learn + mlxtend). Top-10 results:
PyData Bristol retweeted
🤯Wait... this can't be right. Right?🤯
Just tested creating a SQLite database on github.dev, using solely Pyodide; and ran a query against it with pandas.
All in the browser.
No VM, no cloud-hosted resources; just @Github and the WASM-y Python data science stack.
