Memory Management in Python
Understanding memory management is a superpower that will help you design memory-efficient applications and make it easier to debug memory issues. This post is a deep dive into the internals of CPython.
https://www.honeybadger.io/blog/memory-management-in-python/
Understanding memory management is a superpower that will help you design memory-efficient applications and make it easier to debug memory issues. This post is a deep dive into the internals of CPython.
https://www.honeybadger.io/blog/memory-management-in-python/
Honeybadger Developer Blog
Memory Management in Python
Understanding memory management is a superpower that will help you design memory-efficient applications and make it easier to debug memory issues. Join Rupesh Mishra for a deep dive into the internals of CPython.
deptry
A command line utility to check for obsolete, missing and transitive dependencies in a Python project.
https://github.com/fpgmaas/deptry
A command line utility to check for obsolete, missing and transitive dependencies in a Python project.
https://github.com/fpgmaas/deptry
GitHub
GitHub - fpgmaas/deptry: Find unused, missing and transitive dependencies in a Python project.
Find unused, missing and transitive dependencies in a Python project. - fpgmaas/deptry
requests-ip-rotator
A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing.
https://github.com/Ge0rg3/requests-ip-rotator
A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing.
https://github.com/Ge0rg3/requests-ip-rotator
GitHub
GitHub - Ge0rg3/requests-ip-rotator: A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo…
A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing. - Ge0rg3/requests-ip-rotator
Deploying Python web apps as AWS Lambda functions
AWS Lambda can host functions written in Python. These are "scale to zero" - my favorite definition of serverless! - which means you only pay for the traffic that they serve. A project with no traffic costs nothing to run. Here's how to deploy a Python web application as a Lambda function.
https://til.simonwillison.net/awslambda/asgi-mangum
AWS Lambda can host functions written in Python. These are "scale to zero" - my favorite definition of serverless! - which means you only pay for the traffic that they serve. A project with no traffic costs nothing to run. Here's how to deploy a Python web application as a Lambda function.
https://til.simonwillison.net/awslambda/asgi-mangum
til.simonwillison.net
Deploying Python web apps as AWS Lambda functions
I've been wanting to figure out how to do this for years. Today I finally put all of the pieces together for it.
Yes, Python Has a Built-In Database. Here’s How to Use It.
A simple guide to SQLite in Python.Continue reading on Towards Data Science ...
https://towardsdatascience.com/yes-python-has-a-built-in-database-heres-how-to-use-it-b3c033f172d3
A simple guide to SQLite in Python.Continue reading on Towards Data Science ...
https://towardsdatascience.com/yes-python-has-a-built-in-database-heres-how-to-use-it-b3c033f172d3
Pgsqlite: a pure Python module to import SQLite databases into Postgres
https://innerjoin.bit.io/introducing-pgsqlite-a-pure-python-module-to-import-sqlite-databases-into-postgres-bf3940cfa19f
https://innerjoin.bit.io/introducing-pgsqlite-a-pure-python-module-to-import-sqlite-databases-into-postgres-bf3940cfa19f
Medium
Introducing pgsqlite: a pure python module to import SQLite databases into Postgres
SQLite is the most popular database in the world. Native support for SQLite in Python makes SQLite a popular database to start a project…
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
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
GitHub
GitHub - Eventual-Inc/Daft: Distributed query engine providing simple and reliable data processing for any modality and scale
Distributed query engine providing simple and reliable data processing for any modality and scale - 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
This release includes some new features, bug fixes, and performance improvements.
https://github.com/pandas-dev/pandas/releases/tag/v1.5.0
GitHub
Release Pandas 1.5.0 · pandas-dev/pandas
This release includes some new features, bug fixes, and performance improvements. We recommend that all users upgrade to this version.
See the full whatsnew for a list of all the changes. pandas 1....
See the full whatsnew for a list of all the changes. pandas 1....
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/
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/
Mouse Vs Python
Using Asyncio and Batch APIs for Remote Services - Mouse Vs Python
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.
Join a list with a bitwise or operator in Python
Use
https://www.peterbe.com/plog/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
Peterbe
Join a list with a bitwise or operator in Python - Peterbe.com
Use `functools.reduce(operators.or_, my_list)` to join `my_list` with a bitwise OR.
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/
When your Python code is too slow, you need to identify the bottleneck that’s causing it: ...
https://pythonspeed.com/articles/measuring-python-performance/
Python⇒Speed
Invasive procedures: Python affordances for performance measurement
Learn a variety of—sometimes horrible—ways to instrument and measure performance in Python.
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
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
GitHub
GitHub - maxhumber/redframes: General Purpose Data Manipulation Library
General Purpose Data Manipulation Library. Contribute to maxhumber/redframes development by creating an account on GitHub.
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/
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/
News, Tutorials, AI Research
Getting Started with Hugging Face's 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.
sd-webui / stable-diffusion-webui
Stable Diffusion web UI
https://github.com/sd-webui/stable-diffusion-webui
Stable Diffusion web UI
https://github.com/sd-webui/stable-diffusion-webui
GitHub
GitHub - Sygil-Dev/sygil-webui: Stable Diffusion web UI
Stable Diffusion web UI. Contribute to Sygil-Dev/sygil-webui development by creating an account on GitHub.
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
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
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
YouTube
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. In todays video I'll walk you through a couple of fairly simple methods for deploying an application, that don't call…
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/
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/
Paperspace by DigitalOcean Blog
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.