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A collection of curated Python resources from trustworthy sources.
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https://victorzhou.com/blog/intro-to-cnns-part-2/
Victorzhou
CNNs, Part 2: Training a Convolutional Neural Network - victorzhou.com
A simple walkthrough of deriving backpropagation for CNNs and implementing it from scratch in Python.
Python drawer
https://www.youtube.com/watch?v=9pxv6h7DU4w&feature=share
YouTube
Migrating to Python 3 - Sam Larson
Highlights of new Python 3 features and backward incompatibilities. Also, demonstrate how to migrate projects from Python 2 to Python 3. Blog post with more ...
Python drawer
https://hynek.me/articles/simple-python-azure-pipelines/
Hynek Schlawack
Python in Azure Pipelines, Step by Step
Since the acquisition of Travis CI, the future of their free offering is unclear. Azure Pipelines has a generous free tier, but the examples I found are discouragingly complex and take advantage of features like templating that most projects don’t need. To…
Python drawer
https://www.toptal.com/flask/flask-production-recipes
Toptal
Zero to Hero: Flask Production Recipes
How do you make robust #Python apps with Flask? Let’s explore recipes for building a complete #production-ready #Flask #application. toptal.com/url-pending
Python drawer
https://www.pyimagesearch.com/2019/06/03/fine-tuning-with-keras-and-deep-learning/
PyImageSearch
Fine-tuning with Keras and Deep Learning - PyImageSearch
In this tutorial, you will learn how to perform fine-tuning using Keras and Deep Learning for image classification.
Python drawer
https://chrissardegna.com/blog/posts/python-expontentiation-performance/
Python drawer
https://medium.com/@froger_mcs/testing-tensorflow-lite-image-classification-model-e9c0100d8de3
Medium
Testing TensorFlow Lite image classification model
Makig sure that your ML model works correctly on mobile app (part 1)
Python drawer
https://pythonspeed.com/articles/dockerizing-python-is-hard/
Python⇒Speed
Broken by default: why you should avoid most Dockerfile examples
Most Dockerfile examples for Python you’ll find on the Web are broken. And that’s a problem.
Python drawer
https://developers.redhat.com/blog/2019/06/03/how-to-build-a-raspberry-pi-photo-booth/
Red Hat Developer
How to build a Raspberry Pi photo booth | Red Hat Developer
The Coderland booth at the recent Red Hat Summit was all about serverless computing as implemented in the Compile Driver. If you haven't gone through that
Python drawer
https://github.com/quantumblacklabs/kedro
GitHub
GitHub - kedro-org/kedro: Kedro is a toolbox for production-ready data science. It uses software engineering best practices to…
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable,...
Python drawer
https://github.com/awslabs/gluon-ts
GitHub
GitHub - awslabs/gluonts: Probabilistic time series modeling in Python
Probabilistic time series modeling in Python. Contribute to awslabs/gluonts development by creating an account on GitHub.
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https://github.com/rasbt/deeplearning-models
GitHub
GitHub - rasbt/deeplearning-models: A collection of various deep learning architectures, models, and tips
A collection of various deep learning architectures, models, and tips - rasbt/deeplearning-models
Python drawer
https://github.com/guille0/songoku
GitHub
GitHub - guille0/songoku: Solve sudokus from video in real time with computer vision and neural networks
Solve sudokus from video in real time with computer vision and neural networks - guille0/songoku
Python drawer
https://github.com/MarkMichon1/BitGlitter
GitHub
GitHub - MarkMichon1/BitGlitter:
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Embed data payloads inside of ordinary images or video with high-performance animated 2-D barcodes…
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Embed data payloads inside of ordinary images or video with high-performance animated 2-D barcodes in an ElectronJS powered desktop app. - MarkMichon1/BitGlitter
Python drawer
https://github.com/nickmpaz/tiny-tetris
GitHub
GitHub - nickmpaz/tiny-tetris: A Python Tetris implementation that "fits on a business card" (20 lines x 80 characters)
A Python Tetris implementation that "fits on a business card" (20 lines x 80 characters) - nickmpaz/tiny-tetris
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https://github.com/clovaai/CutMix-PyTorch
GitHub
GitHub - clovaai/CutMix-PyTorch: Official Pytorch implementation of CutMix regularizer
Official Pytorch implementation of CutMix regularizer - clovaai/CutMix-PyTorch
Python drawer
https://github.com/qubvel/efficientnet
GitHub
GitHub - qubvel/efficientnet: Implementation of EfficientNet model. Keras and TensorFlow Keras.
Implementation of EfficientNet model. Keras and TensorFlow Keras. - qubvel/efficientnet
Python drawer
https://github.com/lijiejie/idea_exploit
GitHub
GitHub - lijiejie/idea_exploit: Gather sensitive information from (.idea) folder for pentesters
Gather sensitive information from (.idea) folder for pentesters - lijiejie/idea_exploit
Python drawer
https://lerner.co.il/2019/06/06/why-do-python-lists-let-you-a-tuple-when-you-cant-a-tuple/
Reuven Lerner
Why do Python lists let you += a tuple, when you can't + a tuple?
Let's say you have a list in Python: >>> mylist = [10, 20, 30] You want to add something to that list. The most standard way to do this is with the "append" method, which
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https://hakibenita.com/django-rest-framework-slow
Hakibenita
Improve Serialization Performance in Django Rest Framework
How we reduced serialization time by 99%!
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https://stackabuse.com/multiple-linear-regression-with-python/
Stack Abuse
Multiple Linear Regression with Python
Linear regression is one of the most commonly used algorithms in machine learning. You'll want to get familiar with linear regression because you'll need to us...
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