bpython
nbdev
bpython | nbdev | |
---|---|---|
15 | 45 | |
2,563 | 4,760 | |
1.1% | 1.0% | |
5.5 | 6.5 | |
23 days ago | 8 days ago | |
Python | Jupyter Notebook | |
GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
bpython
- Our Team's Favourite Open Source Projects Right Now
- REPL Driven Python
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What packages replaced standard library modules in your workflow?
bpython over built-in Python interpreter
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What dev tools do you use in your python projects?
Yeah, also it's worth to mention bpython
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can I get syntax highlighting for python shell?
I use bpython, its a pretty cool python REPL, try it out
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Release of IPython 8.0
Yeah, mostly I lack time to catch up with Jonathan Slenders works, and have stronger backward compatibility requirements. b=But ptpython and pyipython are both great.
I should also look into Rich and Textual
https://bpython-interpreter.org/ is also another alternative python shell, and of course https://xon.sh
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Who needs a calculator?
It's a nicer repl for python.
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Need help setting up python on arch linux
Python comes with IDLE as /usr/bin/idle but it doesn't have a corresponding .desktop file that would let it appear in the application menu. Otherwise, /usr/bin/python has an interactive mode and bpython is a wrapper around that interactive mode that has like syntax highlighting, indenting, undo, etc.
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Easiest Django Shell/Terminal
So, in this article, we will discuss bpython-django a fork from bpython that handles Django in a better way, currently it handles Models and can be extended as desired.
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PyCharm console
Someone posted bpython which I'm pretty ecstatic about but always good to know options.
nbdev
- The Jupyter+Git problem is now solved
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What is literate programming used for?
One example I've seen is ML/DL folks using jupyter notebooks to develop DL libraries in jupyter notebooks, see https://github.com/fastai/nbdev
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GitHub Accelerator: our first cohort and what's next
- https://github.com/fastai/nbdev: Increase developer productivity by 10x with a new exploratory programming workflow.
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Startups are in first batch of GitHub OS Accelerator
9. Nbdev: Boost developer productivity with an exploratory programming workflow - https://nbdev.fast.ai/
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Start learning python for a Statistician with SAS experience and little R experience
See if you like nbdev way of working with data through python and jupyter. nbdev is an optional part that will create python packages from jupyter notebooks. Also even the simple tutorials are opinionated and will guide you to unit test your code and write CICD pipelines.
- FastKafka - free open source python lib for building Kafka-based services
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isn't this just too much for a take home assignment?
You probably don’t have time for this for the purposes of your task, but I will also throw in the recommendation of nbdev especially if you’re a Python person. I haven’t had a project to use it on yet, but I’ve gone through the docs and the walkthrough and it seems like a great framework for starting potential projects with all the infrastructure needed for if/when they eventually get big and need all the packaging and stuff
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Any experience dealing with a non-technical manager?
nbdev: jupyter notebooks -> python package
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Resources to bridge the gap between jupyter notebooks and regular python development
Take a look at https://github.com/fastai/nbdev - haven't used it but supposedly the whole if fast.ai library was written that way. It sounds like a natural direction in your scenario - allowing your to keep working in a familiar environment and still producing production ready code (will, at least in paper 😅)
- Rant: Jupyter notebooks are trash.
What are some alternatives?
ptpython - A better Python REPL
papermill - 📚 Parameterize, execute, and analyze notebooks
Jupyter Notebook (IPython) - Multi-user server for Jupyter notebooks
ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
ipython - Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
dbt - dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications. [Moved to: https://github.com/dbt-labs/dbt-core]
Spyder - Official repository for Spyder - The Scientific Python Development Environment
jupytext - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
xonsh - :shell: Python-powered, cross-platform, Unix-gazing shell.
rr - Record and Replay Framework
jupyter_console - Jupyter Terminal Console
Jupyter-PowerShell - Jupyter Kernel for PowerShell