Python Week of 418

news

PyCon US 2020 began to accept financial sponsor!

https://pycon.blogspot.com/2019/10/financial-aid-launches-for-pycon-us-2020.html2020 in the United States Python Developers Conference, tips: China also, can sponsor domestic) has opened the financial sponsor application, Pycon will receive financial sponsorship in 2020 January 31. Python Software Foundation and will PyLadies financial sponsor of the General Assembly. This year, Python Software Foundation will provide 130,000 US dollars in financial sponsor, and will do its utmost to sponsor Pycon PyLadies contributions according to the year 2019.

VS Code of support editing Jupyter Notebook

https://devblogs.microsoft.com/python/announcing-support-for-native-editing-of-jupyter-notebooks-in-vs-code/

Articles, tutorials or seminars

Music interface to obtain data from Last.fm API in Python

https://www.dataquest.io/blog/last-fm-api-python/

Depth study and research personnel and an overview of TensorFlow 2.0 of Keras

https://colab.research.google.com/drive/1UCJt8EYjlzCs1H1d1X0iDGYJsHKwu-NO

Using Python Django framework to build your resume website

https://www.youtube.com/watch?v=F5WXNI3Dq8U

In this video, we'll use the Python framework Django to build a resume website. If you want to learn to build a simple static site with Django, then this video is for you.

Terraform start using Django application infrastructure

https://hodovi.cc/blog/bootstrapping-infrastructure-for-django-applications-with-terraform/

Use% autoreload automatically reloaded module

https://switowski.com/blog/ipython-autoreload

How to implement Bayesian optimization from scratch in Python

https://machinelearningmastery.com/what-is-bayesian-optimization/

Stupid reason your computer vision applications can not run properly: Exif direction

https://medium.com/@ageitgey/the-dumb-reason-your-fancy-computer-vision-app-isnt-working-exif-orientation-73166c7d39da

AutoML profiles contain the MLBox

https://ahmedbesbes.com/introduction-to-automl-with-mlbox.html

How to achieve the dictionary CPython

https://www.data-structures-in-practice.com/hash-tables/

Simulation using Python Monty Hall problem

https://www.youtube.com/watch?v=G0EjLq4fMOA

The name comes from the Monty Hall problem Monty Hall hosted the television game show "Let's Make A Deal". In this video, I show a simulation to demonstrate the Monty Hall problem.

Python and price intelligence analysis: Scrapy, SQL and Pandas

https://blog.scrapinghub.com/price-intelligence-with-python-scrapy-sql-pandas

What's New in Python 3.9

https://docs.python.org/3.9/whatsnew/3.9.html

Forest type using spectrum data prediction

https://medium.com/@md3962/predicting-forest-type-using-spectral-data-1e6c7b920c61

Python and fast HTTP client : https://julien.danjou.info/python-and-fast-http-clients/

Nintendo generation music phones in Python by using Magenta and Twilio: https://www.twilio.com/blog/generating-nintendo-music-over-the-phone-with-magenta-and-twilio

Tutorial six Django template tags do not often use: https://medium.com/@highcenburg/django-template-tags-not-often-used-in-tutorials-78d6c5f29b26

PyPy new JSON parser: https://morepypy.blogspot.com/2019/10/pypys-new-json-parser.html

Python's automatic formatting tools: https://www.kevinpeters.net/auto-formatters-for-python

Interesting projects, tools and libraries

Hydra

https://cli.dev/

A configuration framework elegantly complex applications.

imagededup

https://github.com/idealo/imagededup

Simply find duplicate images!

Streamlit

https://github.com/streamlit/streamlit

The fastest way to build a custom ML tool.

brightml

https://github.com/kootenpv/brightml

Practical machine learning framework for automatic brightness adjustment.

common_intern

https://github.com/harshibar/common_intern

Adaptable to a selenium script software engineering practice!

Pytify

https://github.com/bjarneo/Pytify

CLI can control the Spotify application.

video2x

https://github.com/k4yt3x/video2x

Anime4K implemented using waifu2x and lossless video amplifier / video upscaler.

GeoNode

https://github.com/GeoNode/geonode

GeoNode is a geographic data can facilitate the creation, sharing and use of open source collaboration platform.

UniLM

https://github.com/microsoft/unilm

Pre-training model unified description language.

rpiapi

https://github.com/victorqribeiro/rpiapi

API on a raspberry pie.

python-ds

https://github.com/prabhupant/python-ds

A data structure, algorithms and concepts of algorithmic problems repository (described in Python)

flask-swagger-types

https://github.com/plainas/flask-swagger-types

Flask specification generator and a type checker.

Kornia

https://github.com/arraiyopensource/kornia

Kornia against PyTorch differentiable computer vision library.

entroPy

https://github.com/gcmartinelli/entroPy

Visualization tools entropy (information value) written in Python.

This translation from Python Weekly 418 period, there is falsification, not for commercial purposes.

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