Here's a Pandas trick to add order to categorical values. π€―πΌ pic.twitter.com/8JD4AkfEzS
β Matt Harrison (@__mharrison__) August 13, 2022
Here's a Pandas trick to add order to categorical values. π€―πΌ pic.twitter.com/8JD4AkfEzS
β Matt Harrison (@__mharrison__) August 13, 2022
A Python-level JIT compiler designed to make unmodified #PyTorch programs faster. https://t.co/bZrmqtxCbO #deeplearning #machinelearning #ml #ai #neuralnetworks #datascience
β PyTorch Best Practices (@PyTorchPractice) August 13, 2022
Our biggest launch in years: nbdev2, now boosted with the power of @quarto_pub!
β Jeremy Howard (@jeremyphoward) July 28, 2022
Use @ProjectJupyter to build reliable and delightful software fast. A single notebook creates a python module, tests, @github Actions CI, @pypi/@anacondainc packages, & morehttps://t.co/kpH4xsKbjn
Tired of spinning Jupyter notebooks on GitHub π΅βπ«, check out @yuvipandaβs faster way of sharing notebooks at https://t.co/eSvZe3Xvx9 πππ #SciPy2022
β Sebastian Raschka (@rasbt) July 14, 2022
New Typer release! 0.5.0 π
β SebastiΓ‘n RamΓrez (@tiangolo) July 6, 2022
This one has pretty output when the Typer app (your code) has errors. β¨
Now @textualizeio's (@willmcgugan) Rich is an optional dependency, used automatically by Typer. π
Install with:
pip install "typer[all]"
More examples below π pic.twitter.com/7UQbxMFtbb
Pro tip: even if you prefer coding in JupyterLab, I recommend taking advantage of the debugger! The UI is actually very similar to PyCharm, and it's quite powerful.
β Sebastian Raschka (@rasbt) June 14, 2022
What is your go to tool for debugging? Any favorites or personal insider tips people should know about? https://t.co/MrI9dJHiEW pic.twitter.com/uCU9Jp40G5
Hey friends π
β Radek Osmulski πΊπ¦ (@radekosmulski) May 9, 2022
So I came across this Python feature that is both beautiful and scary π
The __rshift__ and __rrshift__ dunder methods... combined!
Interesting, isn't it? π Here is how it works pic.twitter.com/XrIqaP4zze
This past weekend there was a major announcement by the @anacondainc team at #PyCon2022 - the launch of PyScript, an in-HTML interface for Python. This is something that many of us in the Python community have been hoping for for a long time. #Python #Web #Programming
β Bojan Tunguz (@tunguz) May 2, 2022
1/6 pic.twitter.com/e81H58VSZg
Excited to see https://t.co/OhatkRLd0H from @anacondainc
β Soumith Chintala (@soumithchintala) April 30, 2022
A well-supported effort to put Python in the browser has so much benefit.
Immediately, the powerful Dashboards and ipython widgets which we write in Javascript today can and should be moved to Pyscript
pyscript wrapper for D3
β Hamel Husain (@HamelHusain) April 30, 2022
WOW, Data Scientists can write D3 with Python now
This is the coolest thing that's happened to DataViz in a while https://t.co/X6DF0Uk7E2
If you are working in Python, and find yourself in a need of encoding categorical variables for various ML tasks, I'd strongly encourage you to take a look at the Category Encoders library. It's a very good and fairly comprehensive sklearn-style library. https://t.co/N8wubPlKDF
β Bojan Tunguz (@tunguz) April 28, 2022
I've finally put my finger on why "gradual typing" is often so difficult to implement in established Python packages. The issue is that it runs entirely counter to the "Easier to Ask for Forgiveness than Permission" (EAFP) coding style long advocated in the Python language.
β Jake VanderPlas (@jakevdp) April 25, 2022