Daft

Daft is a fast, ergonomic and scalable open-source dataframe library: built for Python and Complex Data/Machine Learning workloads.

https://github.com/Eventual-Inc/Daft

Pandas 1.5.0

This release includes some new features, bug fixes, and performance improvements.

https://github.com/pandas-dev/pandas/releases/tag/v1.5.0

Using Asyncio and Batch APIs for Remote Services

Call batch APIs using Python's asyncio. Process multiple requests with a single call for better performance. Async Python functions in Excel can benefit from using batch APIs.

https://www.blog.pythonlibrary.org/2022/09/20/using-asyncio-and-batch-apis/

Join a list with a bitwise or operator in Python

Use functools.reduce(operators.or_, my_list) to join my_list with a bitwise ...

https://www.peterbe.com/plog/join-a-list-with-a-bitwise-or-operator-in-python

incdec.py

C-style increment and decrement operators for python.

https://github.com/dankeyy/incdec.py

Invasive procedures: Python affordances for performance measurement

When your Python code is too slow, you need to identify the bottleneck that’s causing it: ...

https://pythonspeed.com/articles/measuring-python-performance/

redframes

A data manipulation library for ML and visualization. It is fully interoperable with pandas, compatible with scikit-learn, and works great with matplotlib!

https://github.com/maxhumber/redframes

How to Build an Audio Intelligence Dashboard with Gradio

Gradio allows you to easily create shareable apps using only Python. Learn how to build a dashboard for Audio Intelligence Analysis in this easy-to-follow tutorial.

https://www.assemblyai.com/blog/how-to-build-an-audio-intelligence-dashboard-with-gradio/

sd-webui / stable-diffusion-webui

Stable Diffusion web UI

https://github.com/sd-webui/stable-diffusion-webui

Python 3.14 will be faster than C++

Benchmarking the new and impressive Python 3.11Continue reading on Towards Data Science ...

https://towardsdatascience.com/python-3-14-will-be-faster-than-c-a97edd01d65d

Infrastructure-as-Code: Easy Cloud Deployment In Python

Depending on the technology and type of cloud product you choose, cloud deployment can be intimidating, but it's often not that complex. This video walks you through a couple of fairly simple methods for deploying an application, that don't call for a deep understanding of DevOps and are quick and easy to implement.

https://www.youtube.com/watch?v=YGcd0lAQCl8

Image segmentation

In this article, we will define image segmentation, discover the right metrics to use in these tasks, build an end-to-end pipeline that can be used as a template for handling image segmentation problems, and talk about some useful applications of it.

https://blog.paperspace.com/image-segmentation-using-segmentation_models_pytorch/

5 ways to schedule Jupyter Notebook

Jupyter Notebook is an excellent tool for creating computational documents. There is often a requirement to update the notebook’s results at a selected time interval and publish it to the rest of the team. This post summarizes five different approaches for Jupyter Notebook scheduling.

https://mljar.com/blog/schedule-jupyter-notebook/

How to Build the World's Ugliest Podcast Search Engine with Python

In this post, you'll learn how to search podcast episode transcripts to find words and phrases that were discussed.

https://blog.deepgram.com/podcast-search-engine/

CodeGeeX

An Open Multilingual Code Generative Model.

https://github.com/THUDM/CodeGeeX

jquesnelle / txt2imghd

A port of GOBIG for Stable Diffusion

https://github.com/jquesnelle/txt2imghd

EvanLi / Github-Ranking

⭐Github Ranking⭐ — Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily.

https://github.com/EvanLi/Github-Ranking

The Definitive Guide to Graph Problems

Do you want to learn how to solve graph problems? Are you preparing for a coding interview? Do you want to polish your problem-solving skills? In this article I will try to answer these questions and more, and you will learn the patterns necessary to deal with these problems.

https://www.giulianopertile.com/blog/the-definitive-guide-to-graph-problems/