dth @ dth-MacBookAir
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tools.md
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tools.md
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* JSON API is the easiet API - [follow the rules](https://jsonapi.org/format/#)
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* Requesting - use Python-[requests](https://docs.python-requests.org/en/latest/)
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* **Database / DataWarehouse**
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* [Pandas CheatSheet](https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf)
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* [sqlAlchemy usage](https://www.pythonsheets.com/notes/python-sqlalchemy.html)
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* [Pandas cheatsheet](https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf)
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* PostgreSQL ([datetime functs](https://www.postgresql.org/docs/9.1/functions-datetime.html))
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* [git bash solarized :sun_with_face:](https://github.com/speedpacer/gitbash_solarized/issues)
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* [Music for programming](https://www.musicforprogramming.net)
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* [OpenStack](https://docs.openstack.org/hacking/latest/user/hacking.html#styleguide): Linting and Pre-commit Hooks
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* 🧠 **Algorithms / AI / ML / Modelling**
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* :brain: **Algorithms / AI / ML / Modelling**
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* [open source cousin to GPL3](https://github.com/kingoflolz/mesh-transformer-jax)
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* [Machine Learning Master](https://machinelearningmastery.com/) is a great resource!
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* [Probabilistic Machine Learning: Advanced Topics](https://probml.github.io/pml-book/book2.html#toc)
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* Follow [naming conventions](https://visualgit.readthedocs.io/en/latest/pages/naming_convention.html)
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* Follow [software engineering laws](https://www.netmeister.org/blog/software-engineering-laws.html)
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# HotKeys
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* [Pandas CheatSheet](https://pandas.pydata.org/Pandas_Cheat_Sheet.pdf)
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* [GitMoji](https://gitmoji.carloscuesta.me/)
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* [My Own cheatsheet](https://gist.github.com/DannyDannyDanny/980b39048ca7c96c4aa7e8c56e917f2e)
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# Writing
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* [HemingwayApp](http://www.hemingwayapp.com)
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* [Anansi Short Stories](https://en.wikipedia.org/wiki/Anansi)
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n -> next breakpoint
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```
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### Resources
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* [Custom Token](https://stackoverflow.com/questions/47492150/how-do-i-set-a-custom-token-for-a-jupyter-notebook/51105004)
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* [Remote Notebook](https://amber-md.github.io/pytraj/latest/tutorials/remote_jupyter_notebook)
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* [Raymon Hettinger Methodologies](https://www.youtube.com/watch?v=Uwuv05aZ6ug)
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### Docker one-liner
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```
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python -m jupyter lab --no-browser --port=8889 --LabApp.token=password
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```
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### on unix / linux server
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```
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sudo apt-get update
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#sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev
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sudo apt-get install python3-pip python3-dev
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pip3 install virtualenv
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git clone <project>
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virtualenv <project>/
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cd <project>
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source bin/activate
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pip install jupyterlab
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python -m ipykernel install --user --name=verbose-adventure-env
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jupyter notebook --no-browser --port=8889 --NotebookApp.token=password
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```
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### on local machine
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```
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ssh -N -f -L localhost:8888:localhost:8889 <username>@<server_ip>
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```
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### in atom setup hydrogen:
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```json
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[{
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"name": "Remote server",
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"options": {
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"baseUrl": "http://http://localhost:8889",
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"token": "password"
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}
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}]
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```
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### Console + Logging [[src](https://askubuntu.com/a/731237/882709)]
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Overwrite or Append program stdout to logfile while displaying stdout **and `stderr`**.
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@ -312,4 +273,5 @@ $ tskill 4984
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[coverage-badge]: https://img.shields.io/badge/Coverage-100%25-brightgreen.svg
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[^1]: Read about the [difference between docker repos and registries](https://stackoverflow.com/a/34004418/5684214)
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