veit / jupyter-tutorial Goto Github PK

See github.com/quantopian/qgrid

Add ipympl is a Matplotlib Jupyter Extension which enables the interactive features of matplotlib in Jupyter notebooks.

• github.com/ijl/orjson

At least one of the following audiences should be specified for each document:

• data scientists
• data engineers
• data analysts
• systems engineers

See

• pdvega

• hvPlot

• In the overview link to pandas.DataFrame.plot API

• Add to requirements for docs

• Add to Python-374 kernel

• Add notebooks to docs

See Do not use python setup.py ….
If you are invoking setup.py, you should be looking for the alternatives:

• python setup.py upload → pipenv run twine
• python setup.py install → pipenv install
• python setup.py test → pipenv run tox
• python setup.py sdist bdist_wheel → python -m pep517.build -s -b

ipyvuetify are Jupyter widgets based on vuetify UI components. Also VuetifyTemplate can be used for the use of the Vue/Vuetify api.

Python 3.8 brings several features that are very interesting for scientific computing. They should be presented in a notebook.

Since pipenv doesn’t seem to be further developed (see If this project is dead, just tell us #4058 it’s time to look around for alternatives.

• pip-tools for dependency management including automation of updates.
• venv, possibly supplemented by pex or shiv.
• pipdeptree print the dependency tree of the installed packages

Unfortunately, Poetry can’t install packages along with their dependencies in an explicitly specified virtual environment. However, this makes CI much easier.

See pypa/setuptools: Drop support for Python 2.7 #1458
The docs for the python2 kernel will probably have to be updated.

• ipyparallel, see also Using IPython for parallel computing
• Dask Futures extends Python’s concurrent.futures
  • Launch Dask from IPyParallel
  • Dask-MPI

The phpmyadmin docs comes with a Monorepo of Sphinx projects per language, but examples is a git submodule.
General instructions can be found in the ReadTheDocs docs: Localization.

If the %%heat command is inserted at the top of a cell, it colorises the performance report.
You can install it with $ pipenv install py-heat-magic and load the extension with %load_ext heat.
See pyheatmagic and pyheat.

• Connected papers in a visual graph

• GitHub
• GoldenLayout, a multi-screen layout manager for webapps
• example

• hvPlot

• VisPy

See Patterns for Managing Source Code Branches.

• check-manifest
• mypy for static typing
• Black
  • Config in pyproject.toml:

    [tool.black]
    line-length = 79
    

  • Link to Craft Your Python Like Poetry.
• isort
  • Config:

    [isort]
    atomic=true
    force_grid_wrap=0
    include_trailing_comma=true
    lines_after_imports=2
    lines_between_types=1
    multi_line_output=3
    not_skip=__init__.py
    use_parentheses=true
    
    known_first_party=attr
    known_third_party=hypothesis,pytest,setuptools,six,zope
    

  • For the detection of third party packages you can use seed-isort-config.
• prettier for automated formatting of other file types
• pre-commit offers a framework for running hooks before committing code.
  • Config pre-commit-config.yaml:

    repos:
      - repo: https://github.com/psf/black
        rev: 19.10b0
        hooks:
          - id: black
            language_version: python3.7
            # override until resolved: https://github.com/ambv/black/issues/402
        files: \.pyi?$
            types: []
    
      - repo: https://gitlab.com/pycqa/flake8
        rev: 3.7.9
        hooks:
          - id: flake8
            language_version: python3.7
    
      - repo: https://github.com/asottile/seed-isort-config
    rev: v1.9.4
        hooks:
          - id: seed-isort-config
    
      - repo: https://github.com/pre-commit/mirrors-isort
    rev: v4.3.21
        hooks:
          - id: isort
            additional_dependencies: [toml]
            language_version: python3.7
    
      - repo: https://github.com/pre-commit/pre-commit-hooks
        rev: v2.4.0
        hooks:
          - id: trailing-whitespace
          - id: end-of-file-fixer
          - id: debug-statements
    

  • Run pre-commit run --all-files

see also

• Home
• GitHUb

• PyPI
• GitHub

github.com/mariobuikhuizen/voila-embed

see Speed up progressive rendering.

Mayavi now have limited support for Jupyter notebooks.

• Generate custom launch badges for your Binder repository
  

Alternativ oder zusätzlich könnte ein Badge generiert werden für die Pipenv-Environments.

See github.com/stitchfix/nodebook

See

• v0.13.0
• v0.14.0

Both environments and documentation need to be updated.

See also #40

• PyPI
• GitHub

See

• ipython-sql
• PostgreSQL and Jupyter notebook.

• GitHub
• Docs
• example notebooks
• Example for Dask and Prophet

ipywebrtc enables WebRTC in Jupyter Notebooks. Moreover, it also works well with ipyvolume. It should be added in ipywidgets-Bibliotheken.

Both do not create dashboards for Jupyter notebooks.

• Towards reproducible Jupyter notebooks
  
• Slides
• Namespaces
• Guix’ Container-API

• Stars
• Contributors
• Activity
• Downloads
• License

e.g.

Name	Stars	Contributors	Activity	Downloads	License
Jupyter-Tutorial

• NetworkX Drawing
• Explore Random Graphs Using NetworkX

Add widget-ts-cookiecutter focused on TypeScript to custom widgets.

• Badges

• Atom IDE
  • jupyter-notebook
  • GitKraken

• GitHub
• Read the Docs

See

• Cerberus
  • Home
  • Github
  • Docs
• Colander
  • Home
  • GitHub
• Jsonschema
  • Docs
  • GitHub
• Schema
  • GitHub
• Schematics
  • Home
  • GitHub
• Valideer
  • GitHub
• Voluptuous
  • Home
  • Docs
  • GitHub

See https://discuss.dvc.org/t/comparison-to-datalad-and-git-annex/92

• GitHub
• Docs

1. npm init
2. Lock dependencies: .npmrc

   $ npm config set save=true
   $ npm config set save-exact=true
   

3. Secure your projects and tokens
   Don’t store the token directly in .npmrc but in .profile and then link to it:

   //registry.npmjs.org/:_authToken=${NPM_TOKEN}
   

   See Deploying with npm private modules
4. Check for outdated dependencies

   $ npm outdated
   

   See also Greenkeeper
5. preinstall, postinstall and test scripts
6. NODE_ENV environment variables

   console.log("Node environment :"  + process.env.NODE_ENV);
   

   See also:
   • https://github.com/indexzero/nconf
   • https://github.com/motdotla/dotenv
7. Avoid devDependencies in production
   To install production dependencies, run

   $ npm install --production
   

   or

   $ NODE_ENV=production npm install
   

   See also Specifying dependencies and devDependencies in a package.json file

• Research software citation for researchers
• codemeta.json, CITATION.cff
• DOI
• The Open Science MOOC tutorial
• Save and reference research software
• Research Software Citation website
• Neil Chue Hong: How to cite software: current best practice
• CodeMeta
  • CodeMeta Project
  • CodeMeta Generator
  • CodeMeta Generator on GitHub
• Citation File Format
• Software Heritage Meta Data Support

Software Journals

• Journal of Open Source Software
• Journal of Open Research Software
• Overview of Software Journals

see Microsoft Threat Intelligence Security Tools

• Home
• github.com/iterative/cml
• CML basic use case
• Example Continuous Machine Learning project

• ReadTheDocs
• GitHub