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A collection of curated Python resources from trustworthy sources.
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Python drawer
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Python drawer
https://malramsay.com/post/perils_of_packaging/
Malcolm Ramsay
The Perils of Packaging in Python | Malcolm Ramsay
There are many guides to packaging a python application, including the official Python Packaging User Guide. While these guides offer step by step instructions for deploying a simple application, when deviating from a guide there can be unexpected problems.…
Python drawer
http://www.paulox.net/2017/12/22/full-text-search-in-django-with-postgresql/
Paolo Melchiorre
Full-text search in Django with PostgreSQL
Article based on my talk about Full-text search in Django with PostgreSQL.
Python drawer
http://charlesleifer.com/blog/building-a-simple-redis-server-with-python/
Python drawer
https://rushter.com/blog/pickle-serialization-internals/
Artem Golubin
How pickle works in Python | Artem Golubin
Implementation details of Python's pickle protocol.
Python drawer
https://engineering.instagram.com/copy-on-write-friendly-python-garbage-collection-ad6ed5233ddf
Medium
Copy-on-write friendly Python garbage collection
At Instagram, we have the world’s largest deployment of the Django web framework, which is written entirely in Python. We began using…
Python drawer
#financing
https://github.com/pylipp/financeager
GitHub
GitHub - pylipp/financeager: Organize your finances easily - from the command line!
Organize your finances easily - from the command line! - pylipp/financeager
Python drawer
https://blog.floydhub.com/turning-design-mockups-into-code-with-deep-learning/
Python drawer
https://www.oreilly.com/ideas/introduction-to-lstms-with-tensorflow
O'Reilly Media
Introduction to LSTMs with TensorFlow
How to build a multilayered LSTM network to infer stock market sentiment from social conversation using TensorFlow.
Python drawer
https://boneskull.com/micropython-on-esp32-part-1/
boneskull dot com
Tutorial: MicroPython on ESP32, 1/2
I’ll show you how to get up & running with MicroPython on the ESP32, connect to WiFi & upload scripts to the board, and read the ambient temperature.
Python drawer
https://www.youtube.com/watch?v=MN_1wOxIfRU
Python drawer
https://www.dataquest.io/blog/introduction-to-ensembles/
Dataquest
Introduction to Python Ensembles – Dataquest
This post takes you through the basics of ensembles — what they are and why they work so well — and provides a hands-on tutorial for building basic ensembles.
Python drawer
https://github.com/arogozhnikov/python3_with_pleasure
GitHub
GitHub - arogozhnikov/python3_with_pleasure: A short guide on features of Python 3 with examples
A short guide on features of Python 3 with examples - arogozhnikov/python3_with_pleasure
Python drawer
https://towardsdatascience.com/time-series-analysis-in-python-an-introduction-70d5a5b1d52a
Medium
Time Series Analysis in Python: An Introduction
Additive models for time series modeling
Python drawer
https://becominghuman.ai/understanding-and-building-generative-adversarial-networks-gans-8de7c1dc0e25
Becoming Human
Understanding and building Generative Adversarial Networks(GANs)- Deep Learning with PyTorch.
We’ll be building a Generative Adversarial Network that will be able to generate images of birds that never actually existed in the real…
Python drawer
https://www.alexkras.com/transcribing-audio-file-to-text-with-google-cloud-speech-api-and-python/
alexkras.com
Transcribing Speech to Text with Python and Google Cloud Speech API
This tutorial will walk through using Google Cloud Speech API to transcribe a large audio file. All code and sample files can be found in speech-to-text GitHub repo. Transcribe large audio files using…
Python drawer
https://tag1consulting.com/blog/building-api-django-20-part-i
Python drawer
https://www.oreilly.com/ideas/luciano-ramalho-on-pythons-features-and-libraries
O'Reilly Media
Luciano Ramalho on Python’s features and libraries
The O’Reilly Programming Podcast: A look at some of Python’s valuable, but often overlooked, features.
Python drawer
https://www.youtube.com/watch?v=wAN8b38U_8c
YouTube
how to create a reddit bot with python
Host your bot here for free: https://bit.ly/zeetgeist
Learn how to create a Reddit Bot with Python. If you create a reddit bot, please refer to the reddit bottiquette and follow the guidelines there -- https://www.reddit.com/wiki/bottiquette.
Code: htt…
Python drawer
https://sandipanweb.wordpress.com/2018/01/12/some-applications-of-markov-chain/
sandipanweb
Some Applications of Markov Chain in Python
In this article a few simple applications of Markov chain are going to be discussed as a solution to a few text processing problems. These problems appeared as assignments in a few courses, the des…
Python drawer
https://hackernoon.com/why-i-built-a-historical-cryptocurrency-trade-simulator-which-you-can-use-too-45125630e139
Hacker Noon
Why I Built A Historical Cryptocurrency Trade Simulator (which you can use too)
I got into trading crypto around May 2017 after about a year of regular investing in a range of peer2peer (P2P) systems, commodities and…