PythonHub

Python Hub Weekly Digest for 2020-02-16 https://pythonhub.dev/digest/2020-02-16/

sys.getsizeof is not what you want This week at work, an engineer mentioned that they were looking at the sizes of data returned by an ... https://nedbatchelder.com//blog/202002/sysgetsizeof_is_not_what_you_want.html

boto / boto3 AWS SDK for Python https://github.com/boto/boto3

Stop copy-pasting notebooks, embrace Jupyter templates! Introducing jupytemplate: configurable… https://towardsdatascience.com/stop-copy-pasting-notebooks-embrace-jupyter-templates-6bd7b6c00b94

Reducing Pandas memory usage #3: Reading in chunks Sometimes your data file is so large you can’t load it into memory at all, even with ... https://pythonspeed.com/articles/chunking-pandas/

emeryberger / scalene a high-performance, high-precision CPU and memory profiler for Python https://github.com/emeryberger/scalene

aws / aws-cli Universal Command Line Interface for Amazon Web Services https://github.com/aws/aws-cli

A Data Scientist’s Perspective on the Wuhan Coronavirus An EDA on the coronavirus dataset by John… https://towardsdatascience.com/a-data-scientists-perspective-on-the-wuhan-coronavirus-4d1110446478

My software muCLIar is a YouTube Automator that plays your music right from your Command-Line so that your development flow is not interrupted. Link: github.com/aayush1205/muCLIar https://www.reddit.com/r/Python/comments/eyb3de/my_software_mucliar_is_a_youtube_automator_that/

OpenCV ‘dnn’ with NVIDIA GPUs: 1549% faster YOLO, SSD, and Mask R-CNN   In this tutorial, you’ll learn how to use OpenCV’s “dnn” module ... https://www.pyimagesearch.com/2020/02/10/opencv-dnn-with-nvidia-gpus-1549-faster-yolo-ssd-and-mask-r-cnn/

baowenbo / DAIN Depth-Aware Video Frame Interpolation (CVPR 2019) https://github.com/baowenbo/DAIN

The Parallelism Blues: when faster code is slower When you’re doing computationally intensive calculations with NumPy, you’ll want to use ... https://pythonspeed.com/articles/parallelism-slower/

Upgrading Python lists Adding useful functionalities to Python lists https://towardsdatascience.com/upgrading-python-lists-35440096ec36

Understanding best-practice Python tooling by comparing popular project templates https://medium.com/@jonas.r.kemper/understanding-best-practice-python-tooling-by-comparing-popular-project-templates-6eba49229106

Automated Machine Learning using Python3.7: Improving Efficiency in Model Development https://towardsdatascience.com/automated-machine-learning-using-python3-7-improving-efficiency-in-model-development-8c3574febc0b

Understand Group by in Django with SQL Aggregation is a source of confusion in any type of ORM and Django is no different. The ... https://hakibenita.com/django-group-by-sql

volatilityfoundation / volatility An advanced memory forensics framework https://github.com/volatilityfoundation/volatility

ReFirmLabs / binwalk Firmware Analysis Tool https://github.com/ReFirmLabs/binwalk

Python for Beginners: Why Does Python Look the Way It Does? When you're just getting started, looking at Python can be intimidating. Why the different colors? ... https://www.dataquest.io/blog/python-for-beginners-why-python-code-look/

I made a maze solving "AI" using Reinforcement Learning in Python (https://www.youtube.com/watch?v=psDlXfbe6ok) https://www.reddit.com/r/Python/comments/eujad1/i_made_a_maze_solving_ai_using_reinforcement/