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2 531
7 Ways to Make Your Python Project Structure More Elegant
Here are the best practices for a manageable, scalable, and easily understandable python project ...
https://towardsdatascience.com/python-project-structure-best-practices-d9d0b174ad5d
2 531
A new AI constraint solver for Python: OptaPy
Python developers can now solve AI planning problems (such as the vehicle routing problem and employee rostering) with OptaPy. This post shows you how to use OptaPy and a bit of plain Python code to tackle a typical mathematical optimization problem: generate a better school timetable schedule for teachers and students.
https://www.optaplanner.org/blog/2021/10/05/ANewAIConstraintSolverForPythonOptaPy.html
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Opta
Infrastructure-as-code where you work with high-level constructs instead of getting lost in low level cloud configuration.
https://github.com/run-x/opta
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Nowcasting the Next Hour of Rain
DeepMind's latest research and state-of-the-art model advances the science of Precipitation Nowcasting. You can also explore the data they used for training and find a pre-trained model for the UK via
https://deepmind.com/blog/article/nowcasting
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QuantStats
Portfolio analytics for quants, written in Python.
https://github.com/ranaroussi/quantstats
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PostgreSQL vs Python for data evaluation: what, why, and how
Get a primer on using PostgreSQL to more efficiently perform your data evaluation tasks - done in Excel, R, or Python. Complete with short SQL refresher section, along with 1-to-1 code snippets comparing TimescaleDB and PostgreSQL code against Python code.
https://blog.timescale.com/blog/how-to-evaluate-your-data-directly-within-the-database-and-make-your-analysis-more-efficient/
2 531
OpenCV Contour Approximation
In this tutorial, we’ll learn about a step-by-step implementation and utilization of OpenCV’s ...
https://www.pyimagesearch.com/2021/10/06/opencv-contour-approximation/
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Streamlit 1.0
Streamlit used to be the simplest way to write data apps. Now it's the most powerful.
https://blog.streamlit.io/announcing-streamlit-1-0/
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Python 3.10.0
Python 3.10.0 is the newest major release of the Python programming language, and it contains many new features and optimizations.
https://www.python.org/downloads/release/python-3100/
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TensorFlow for Computer Vision - Full Tutorial for Beginners
Learn how to use TensorFlow 2 for computer vision in this complete course. The course shows you how to create two computer vision projects. The first involves an image classification model with a prepared dataset. The second is a more real-world problem where you will have to clean and prepare a dataset before using it.
https://www.youtube.com/watch?v=cPmjQ9V6Hbk
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Mastering Structural Pattern Matching
Learn how to use Python 3.10’s new Structural Pattern Matching feature, and why Python would suddenly adopt a complex feature usually reserved for functional programming languages.
https://www.inspiredpython.com/course/pattern-matching/mastering-structural-pattern-matching
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IDE Similar to PyCharm for Work
https://www.reddit.com/r/Python/comments/q1z7q9/ide_similar_to_pycharm_for_work/
2 531
Runtype
Utilities for run-time type validation and multiple dispatch.
https://github.com/erezsh/runtype
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What's great about Python 3.10?
What changed in Python 3.10 and which of those changes matter for you?
I’ve spent this week ...
https://treyhunner.com/2021/10/whats-great-about-python-3-dot-10/
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lazy-table
A python-tabulate wrapper for producing tables from generators.
https://github.com/parsiad/lazy-table
2 531
Analysis of Runing Activities from Garmin Watch Using Python
Analysis of Running Activities from Garmin Watch Using PythonDiscover your running patternsDuring ...
https://towardsdatascience.com/analysis-of-runing-activities-from-garmin-watch-using-python-99609f83314e
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Why you can’t switch to Python 3.10 just yet
Python 3.10 is out now — when should you start using it?
https://pythonspeed.com/articles/switch-python-3.10/
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