MaskFormer

Per-Pixel Classification is Not All You Need for Semantic Segmentation.

https://github.com/facebookresearch/MaskFormer

Introducing Triton: Open-Source GPU Programming for Neural Networks

Triton is an open-source Python-like programming language which enables researchers with no CUDA experience to write highly efficient GPU code—most of the time on par with what an expert would be able to produce. Triton makes it possible to reach peak hardware performance with relatively little effort.

https://openai.com/blog/triton/

Towards data-centric machine learning: a short review

Data-centric machine learning shifts the focus from fiddling model
hyperparameters, to ensuring ...

https://ljvmiranda921.github.io/notebook/2021/07/30/data-centric-ml/

Python PDF Handling Tutorial

In this tutorial, learn how to do various operations like: Extracting and Adding Pages, Texts, Images, Tables, Watermark and much more on a PDF file using Python.

https://github.com/prajwollamichhane11/PDF-Handling-With-Python

How to install Python Poetry in GitHub Actions in MUCH faster way

We use Poetry in a GitHub project. There's a pyproject.toml file (and a poetry.lock file) which ...

https://www.peterbe.com/plog/install-python-poetry-github-actions-faster

More Python Code Smells: Avoid These 7 Smelly Snags

These are 7 code smells to avoid + a bonus smell. The author describes each smell using a Python example and then shows you how to fix it. At the end of the video, there are few general tips to help you avoid introducing code smells in the first place in your design.

https://www.youtube.com/watch?v=zmWf_cHyo8s

Python3 Tips For Reverse Engineers

Five tips to level up your reverse engineering with Python 3.

https://www.youtube.com/watch?v=TrAwfQlfDd8

How Airbnb Built “Wall” to prevent data bugs

In this post we will outline the challenges we faced while adding a massive number of data checks (i.e. data quality, accuracy, completeness and anomaly checks) to prevent data bugs company-wide, and how that motivated us to build a new framework to easily add data checks at scale.

https://medium.com/airbnb-engineering/how-airbnb-built-wall-to-prevent-data-bugs-ad1b081d6e8f

A Large-Scale Security-Oriented Static Analysis of Python Packages in PyPI

This paper examines various security issues in Python packages with static analysis. The dataset is based on a snapshot of all packages stored to the Python Package Index (PyPI). In total, over 197 thousand packages and over 749 thousand security issues are covered.

https://arxiv.org/pdf/2107.12699.pdf

Building Jupyter notebook workflows with scrapbook

The scrapbook library allows you to save state inside the notebook file itself, making it easier to develop workflows using Jupyter notebooks.

https://www.wrighters.io/building-jupyter-notebook-workflows-with-scrapbook/

How to Dockerize Django in 5 minutes

This tutorial will show you how to Dockerize a Django project in less than 5 minutes.

https://justdjango.com/blog/django-docker-tutorial

Simulating/Animating a Spinning Top Using Fundamental Laws of Physics

Learn how to simulate and animate a 3D spinning top by solving Lagrange's equations in python, and animating the spinning top in Matlab.

https://www.youtube.com/watch?v=jCEHO0wScDg