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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://www.cybertec-postgresql.com/en/postgresql-sharing-data-across-function-calls/
CYBERTEC
PostgreSQL: Sharing data across function calls - CYBERTEC
PostgreSQL allows you to write stored procedures in different languages that offer a way to share variables across function calls.
Python drawer
https://nvbn.github.io/2018/05/01/commute/
nvbn.github.io
Analyzing commute with Google Location History and Python
The article was updated 17.05.2018 with wind direction data.
Since I moved to Amsterdam I’m biking to work almost every morning. And as Google is
always tracking the location of my phone, I thou...
Python drawer
https://code.facebook.com/posts/172423326753505/announcing-pytorch-1-0-for-both-research-and-production/
Facebook Code
Announcing PyTorch 1.0 for both research and production
We're announcing the next version of our open source AI framework, PyTorch 1.0, which integrates capabilities from Caffe2 and ONNX to provide a fast path from AI research to production.
Python drawer
https://datascienceplus.com/evaluation-of-topic-modeling-topic-coherence/
Python drawer
https://visualstudiomagazine.com/articles/2018/04/01/clustering-non-numeric-data.aspx
Visual Studio Magazine
Clustering Non-Numeric Data Using Python -- Visual Studio Magazine
The data science doctor explains everything you need to know about clustering data, the process of grouping items so those in a group (cluster) are similar and items in different groups are dissimilar.
Python drawer
https://danvatterott.com/blog/2018/05/03/regression-of-a-proportion-in-python/
Danvatterott
Regression of a Proportion in Python - Dan Vatterott
I frequently predict proportions (e.g., proportion of year during which a customer is active). This is a regression task because the dependent …
Python drawer
https://www.linuxlinks.com/best-free-python-visualization-packages/
LinuxLinks
21 Best Free and Open Source Python Visualization Packages - LinuxLinks
Python has a fantastic range of packages to produce mesmerizing visualizations. We recommend the best free and open source Python tools.
Python drawer
https://simpliv.wordpress.com/2018/05/02/basic-python-interview-questions-and-answers/
Simpliv LLC
Basic Python Interview Questions and Answers
Q1. What are the key features of Python? Ans: These are the few key features of Python: Python is an interpreted language. That means that, unlike languages like C and its variants, Python does not…
Python drawer
https://medium.freecodecamp.org/python-collection-of-my-favorite-articles-8469b8455939
freeCodeCamp.org
The best of Python: a collection of my favorite articles from 2017 and 2018 (so far)
My intention with publishing this collection
Python drawer
https://medium.com/@shamir.stav_83310/the-other-great-benefit-of-python-type-annotations-896c7d077c6b
Medium
The other (great) benefit of Python type annotations
This story was originally published in my blog.
Python drawer
http://pbpython.com/bokeh-bullet-waterfall.html
Pbpython
Building Bullet Graphs and Waterfall Charts with Bokeh
This article describes how to build a waterfall chart and bullet graph using the Bokeh plotting library.
Python drawer
https://realpython.com/numpy-tensorflow-performance/
Real Python
Pure Python vs NumPy vs TensorFlow Performance Comparison – Real Python
A performance comparison between pure Python, NumPy, and TensorFlow using a simple linear regression algorithm.
Python drawer
https://stefan.sofa-rockers.org/2018/05/04/how-to-mask-an-image-with-a-smooth-circle-in-pyqt5/
Python drawer
http://www.blog.pythonlibrary.org/2018/05/03/exporting-data-from-pdfs-with-python/
Mouse Vs Python
Exporting Data from PDFs with Python - Mouse Vs Python
There are many times where you will want to extract data from a PDF and export it in a different format using Python. Unfortunately, there aren't a lot of
Python drawer
https://medium.com/polyaxon/hyperparameters-tuning-with-polyaxon-9403f8ea85be
Medium
Hyperparameters tuning on Kubernetes with Polyaxon
hyperparameters tuning is very important concept in order to choose the optimal hyperparameters for a given algorithm, it is crucial for…
Python drawer
https://blog.avichalp.me/an-introduction-to-dbus-e89ad93c874d
Medium
An Introduction to DBus
Overview
Python drawer
https://blog.jupyter.org/authoring-custom-jupyter-widgets-2884a462e724
Medium
Authoring Custom Jupyter Widgets
A Hands-On Guide
Python drawer
https://www.pyimagesearch.com/2018/05/07/multi-label-classification-with-keras/
PyImageSearch
Multi-label classification with Keras - PyImageSearch
In this tutorial you will learn how to perform multi-label classification using Keras, Python, and deep learning.
Python drawer
https://www.youtube.com/watch?v=GjJbaolBPAY
YouTube
build a social network with python: tutorial for beginners
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https://medium.com/nanonets/how-to-do-image-segmentation-using-deep-learning-c673cc5862ef
Medium
How to do Semantic Segmentation using Deep learning
This article is a comprehensive overview including a step-by-step guide to implement a deep learning image segmentation model.