intltechventures / Lab.Python

A repository that serves as my lab for exploring the Python language

Lab.Python

A repository that serves as my lab for exploring the Python language

References

• https://www.python.org/

• Python 3.x Documentation

• https://docs.python.org/3.12/index.html

• https://docs.python.org/3.12/tutorial/

• https://docs.python.org/3.12/reference/index.html

• https://docs.python.org/3.12/library/

• What's New in Python 3.12

Python Package Index

• https://pypi.org/

Intel Python Distribution

• https://software.intel.com/en-us/distribution-for-python
  • Support for Python 3.6
  • Performance accelerations: Scikit-learn with Intel® Data Analytics Acceleration Library (Intel® DAAL), fast Fourier transforms in SciPy and Numpy, universal functions (ufuncs) can use multiple cores and Single Instructions Multiple Data (SIMD), and neural network enhancements for pyDAAL

Useful Libraries

• https://github.com/vinta/awesome-python

• https://github.com/jupyter/jupyter

• https://github.com/numpy/numpy

• http://scipy.org/

  • https://github.com/scipy/scipy

• Natural Language Toolkit NLTK

• http://www.pydata.org/

  • Python Data Analysis Library: pandas

• StaticMap

• https://github.com/fchollet/keras

• https://github.com/vbuterin/pybitcointools

• https://github.com/datastax/python-driver

• https://github.com/spotify/annoy

• https://github.com/python-pillow/Pillow

• http://python-pillow.org/

• https://github.com/chriskiehl/Gooey

• https://github.com/coleifer/peewee

• https://github.com/scrapy/scrapy

  • https://scrapy.org/

• https://github.com/apache/libcloud

  • http://libcloud.apache.org/

• http://pygame.org/lofi.html

• https://github.com/numpy/numpy

  • http://www.numpy.org/

• http://pandas.pydata.org/

• http://www.scipy.org/index.html

• https://github.com/amoffat/sh

• https://github.com/python-openxml/python-docx

• https://github.com/PyFilesystem/pyfilesystem2

• https://github.com/aerkalov/ebooklib/

• http://cython.org/

• https://github.com/DennyZhang/devops_public/tree/tag_v5/python

• http://jinja.pocoo.org/

• Python SQL Server - pymssql

  • https://docs.microsoft.com/en-us/sql/connect/python/pymssql/python-sql-driver-pymssql

Anaconda

• https://www.continuum.io/downloads

Python Style Guides

• https://github.com/google/styleguide/blob/gh-pages/pyguide.md

Interesting Python Related Blogs

• https://amir.rachum.com/

Useful Commands to Remember

Update Pip

• python -m pip install -U pip

Setting Up a Virtual Environment

• $ mkdir Environments
• $ cd Environments
• $ python -m venv {my_project_env_name}