Search results for #AustinPython
Because xonsh is all Python, it's easy to: - write a function that automatically clones a GitHub repo you want - add that function to autocomplete - use pytest to test your rc file for autocompletion correctness - @gilforsyth at #AustinPython
If you ever struggle with multiple virtualenvs, xonsh makes it easy to switch paths inside of a context manager to temporarily run code in a different python interpreter. - @gilforsyth at #AustinPython
xonsh adds a new kind of string -- p-strings -- that automatically return pathlib objects. This lets you easily turn relative paths into absolute paths. - @gilforsyth at #AustinPython
In xon.sh, bash primitives area true #Python objects. This means you can use list methods like .pop to modify your PATH. You can also assign native Python functions to ENV names. - @gilforsyth at #AustinPython
xon.sh supports emacs and vim bindings for multiline history editing, so you can still argue with your friends about which way is better. - @gilforsyth at #AustinPython
Normal bash stuff works like normal bash. But you can also import @numpy_team and have ndarrays inside your terminal. - @gilforsyth at #AustinPython
Do you forget how to write for loops in bash? Try xon.sh -- you can write your shell code in #Python and everything just works. - @gilforsyth at #AustinPython
Is your app documentation liable to get out of date? @FastAPI can fix that too, by automatically generating your API docs based on your data validation logic. - Collier King at #AustinPython
But @FastAPI isn't only a fast #Python framework -- it includes pydantic for validating incoming data. This saves lots of headaches down the road with unexpected inputs. - Collier King at #AustinPython
The recent support for async calls in #Python web application frameworks has caused a sea change in performance, bringing them in line with node and go. - Collier King at #AustinPython
Wish you could use python from the command line? Check out @gilforsyth's talk next week about xonsh -- the #Python powered shell -- at #AustinPython ! meetu.ps/e/K7bdq/vcCRT/i
Are you interested in learning how to use pystan for bayesian modeling? Come see Charles Lindsey's talk tomorrow at the #AustinPython meetup! meetu.ps/e/K9hbC/vcCRT/i
What does this give you? You can run a Python console without installing Python. You can also create more complex web applications where the JS side of your app can call Python code, and vice versa. - Hood Chatham at #AustinPython
Pyodide lets you run 100% client apps that use Python. It works by compiling Python into web assembly using emscripten that runs natively in any browser (including the SciPy stack!) - Hood Chatham at #AustinPython
And remember that your audience won't be experts! Build trust through openness and transparency, and provide context for any number you show. - @hongsupshin at #AustinPython
Whatever you do, don't burn yourself out! Let robots do the tedious stuff like automated report regeneration. Check out @cosmicBboy's pandera for data validation pypi.org/project/pander… - @hongsupshin at #AustinPython
A good first project is implementing a data governance strategy! You'll need to get familiar with the data anyway, and you're specially equipped to understand the downstream implications of choices. See also arxiv.org/abs/1803.09010 - @hongsupshin at #AustinPython
If you're a data scientist looking to volunteer your talents, start local! You'll have a bigger impact, especially if you can stick around for a while. If you're in Austin, be sure to check out @openaustin - @hongsupshin at #AustinPython
Post #AustinPython meetup touched elements of Astro, statistics, education, ed-tech, hierarchical models, AstroML, decorators, and chaos.
Got to talk science, computing, and Python with @teoliphant after the #AustinPython meetup. So cool.
