https://datatofish.com/if-condition-in-pandas-dataframe/
https://docs.anaconda.com/anaconda/install/
- Anaconda Navigator
- Jupyter Notebook
- Spyder
Details
$ jupyter notebook --generate-config
$ vi ~/.jupyter/jupyter_notebook_config.py
c = get_config()
c.NotebookApp.allow_origin = '*'
c.NotebookApp.allow_remote_access = True
## The IP address the notebook server will listen on.
c.NotebookApp.ip = 'localhost'
## The port the notebook server will listen on.
#c.NotebookApp.port = 8888
c.NotebookApp.notebook_dir = '/home/rolroralra/Workspace/jupyter_notebook'
c.NotebookApp.open_browser = False
c.NotebookApp.password = 'sha1:f24baff49ac5:863dd2ae747212ede58125302d227f0ca7b12bb3'
c.MultiKernelManager.default_kernel_name = 'venvpy3'
EOF
$ python
from notebook.auth import passwd
passwd()
Enter password:
Verify password:
'sha1:f24baff49ac5:863dd2ae747212ede58125302d227f0ca7b12bb3'
$ sudo vi /etc/systemd/system/jupyter.service
[Unit]
Description=Jupyter Notebook Server
[Service]
Type=simple
PIDFile=/run/jupyter.pid
User=rolroralra
Group=rolroralra
#EnvironmentFile=/home/rolroralra/.jupyter/env
# Jupyter Notebook: change PATHs as needed for your system
ExecStart=/home/rolroralra/.local/bin/jupyter-notebook --config=/home/rolroralra/.jupyter/jupyter_notebook_config.py
# In case you want to use jupyter-lab
# ExecStart=/home/rolroralra/.local/bin/jupyter-lab --config=/home/rolroralra/.jupyter/jupyter_notebook_config.py
WorkingDirectory=/home/rolroralra/Workspace/jupyter_notebook
Restart=always
RestartSec=10
#KillMode=mixed
[Install]
WantedBy=multi-user.target
# from venv install kernel
$ pip install ipykernel
# install custom venv kernel
$ python3 -m ipykernel install --user --name=venvPy3
# from venv install kernel
$ python3 -m ipykernel install --user --name=venvPy3
$ jupyter-kernelspec list
Available kernels:
python3 /home/rolroralra/.local/share/jupyter/kernels/python3
venvpy3 /home/rolroralra/.local/share/jupyter/kernels/venvpy3Details
$ pip3 install jupyter-tabnine --user
$ jupyter nbextension install --py jupyter_tabnine --user
Installing /home/rolroralra/.local/lib/python3.8/site-packages/jupyter_tabnine/static -> jupyter_tabnine
Making directory: /home/rolroralra/.local/share/jupyter/nbextensions/jupyter_tabnine/
Copying: /home/rolroralra/.local/lib/python3.8/site-packages/jupyter_tabnine/static/README.md -> /home/rolroralra/.local/share/jupyter/nbextensions/jupyter_tabnine/README.md
Copying: /home/rolroralra/.local/lib/python3.8/site-packages/jupyter_tabnine/static/main.css -> /home/rolroralra/.local/share/jupyter/nbextensions/jupyter_tabnine/main.css
Copying: /home/rolroralra/.local/lib/python3.8/site-packages/jupyter_tabnine/static/main.js -> /home/rolroralra/.local/share/jupyter/nbextensions/jupyter_tabnine/main.js
Copying: /home/rolroralra/.local/lib/python3.8/site-packages/jupyter_tabnine/static/tabnine.yaml -> /home/rolroralra/.local/share/jupyter/nbextensions/jupyter_tabnine/tabnine.yaml
- Validating: OK
To initialize this nbextension in the browser every time the notebook (or other app) loads:
jupyter nbextension enable jupyter_tabnine --user --py
$ jupyter nbextension enable --py jupyter_tabnine --user
Enabling notebook extension jupyter_tabnine/main...
- Validating: OK
$ jupyter serverextension enable --py jupyter_tabnine --user
Enabling: jupyter_tabnine
- Writing config: /home/rolroralra/.jupyter
- Validating...
jupyter_tabnine OKhttps://ipywidgets.readthedocs.io/en/latest/user_install.html
Details
$ journal -xe
Nov 26 09:40:50 rolroralra setroubleshoot[302737]: SELinux is preventing /usr/libexec/platform-python3.6 from write access on the file TS_MA_02.ipynb. For complete SELinux messages run: sealert -l 34fc2f0d->
Nov 26 09:40:50 rolroralra platform-python[302737]: SELinux is preventing /usr/libexec/platform-python3.6 from write access on the file TS_MA_02.ipynb.
***** Plugin catchall (100. confidence) suggests **************************
If you believe that platform-python3.6 should be allowed write access on the TS_MA_02.ipynb file by default.
Then you should report this as a bug.
You can generate a local policy module to allow this access.
Do
allow this access for now by executing:
# ausearch -c 'jupyter-noteboo' --raw | audit2allow -M my-jupyternoteboo
# semodule -X 300 -i my-jupyternoteboo.pp
$ ausearch -c 'jupyter-noteboo' --raw | audit2allow -M my-jupyternoteboo
******************** IMPORTANT ***********************
To make this policy package active, execute:
semodule -i my-jupyternoteboo.pp
$ semodule -X 300 -i my-jupyternoteboo.ppKite is IDE Plugin for python documentation about statiscs
https://www.kite.com/download/
$ pip install numpy matplotlib pandas seaborn
$ pip install GraphViz pydotplus mlxtend
$ pip install xlrd!pip install seaborn
!conda install seaborn -yhttps://bkshin.tistory.com/entry/%EB%A8%B8%EC%8B%A0%EB%9F%AC%EB%8B%9D-16-NGBoost
https://pandas.pydata.org/pandas-docs/stable/reference/index.html
https://docs.scipy.org/doc/scipy/reference/#
https://matplotlib.org/3.3.3/contents.html#