PyStack
PyStack is a tool that uses forbidden magic to let you inspect the stack frames of a running Python process or a Python core dump, helping you quickly and easily learn what it's doing (or what it was doing when it crashed) without having to interpret nasty CPython internals.
https://github.com/bloomberg/pystack
PyStack is a tool that uses forbidden magic to let you inspect the stack frames of a running Python process or a Python core dump, helping you quickly and easily learn what it's doing (or what it was doing when it crashed) without having to interpret nasty CPython internals.
https://github.com/bloomberg/pystack
GitHub
GitHub - bloomberg/pystack: 🔍 🐍 Like pstack but for Python!
🔍 🐍 Like pstack but for Python! Contribute to bloomberg/pystack development by creating an account on GitHub.
Lanarky
Lanarky is an open-source framework to deploy LLM applications in production. It is built on top of FastAPI and comes with batteries included.
https://github.com/ajndkr/lanarky
Lanarky is an open-source framework to deploy LLM applications in production. It is built on top of FastAPI and comes with batteries included.
https://github.com/ajndkr/lanarky
GitHub
GitHub - ajndkr/lanarky: The web framework for building LLM microservices
The web framework for building LLM microservices. Contribute to ajndkr/lanarky development by creating an account on GitHub.
Valid Python syntax – by Nobody has time for Python
https://www.bitecode.dev/p/this-is-valid-python-syntax
https://www.bitecode.dev/p/this-is-valid-python-syntax
www.bitecode.dev
This is valid Python syntax
Sometimes it's even useful too
Refactoring a Command Line Shell | Code Roast Part 1
Watch the video to witness the transformation from average to exceptional code in Part 1 of 2 videos.
https://www.youtube.com/watch?v=TDgouhWA13A
Watch the video to witness the transformation from average to exceptional code in Part 1 of 2 videos.
https://www.youtube.com/watch?v=TDgouhWA13A
YouTube
Refactoring a Command Line Shell | Code Roast Part 1
Today I'm refactoring a command line shell! Ready for a new code roast? Watch the video to witness the transformation from average to exceptional code in Part 1 of 2 videos.
Git Repo ➡️ https://git.arjan.codes/2023/shellroast
👷 Join the FREE Code Diagnosis…
Git Repo ➡️ https://git.arjan.codes/2023/shellroast
👷 Join the FREE Code Diagnosis…
PyCon US 2023 Video
Recordings from PyCon US 2023 in Salt Lake City, UT.
https://www.youtube.com/playlist?list=PL2Uw4_HvXqvY2zhJ9AMUa_Z6dtMGF3gtb
Recordings from PyCon US 2023 in Salt Lake City, UT.
https://www.youtube.com/playlist?list=PL2Uw4_HvXqvY2zhJ9AMUa_Z6dtMGF3gtb
Don’t let yourself be fooled by data drift
The purpose of this post is to demonstrate that not all data drift impacts model performance. Making drift methods hard to trust since they tend to produce a large number of false alarms. To illustrate this point, we will train an ML model using a real-world dataset, monitor the distribution of the model's features in production, and report any data drift that might occur.
https://www.nannyml.com/blog/when-data-drift-does-not-affect-performance-machine-learning-models
The purpose of this post is to demonstrate that not all data drift impacts model performance. Making drift methods hard to trust since they tend to produce a large number of false alarms. To illustrate this point, we will train an ML model using a real-world dataset, monitor the distribution of the model's features in production, and report any data drift that might occur.
https://www.nannyml.com/blog/when-data-drift-does-not-affect-performance-machine-learning-models
NannyML Blog
Don't be Fooled by Data Drift | ML Monitoring Tools
While being a key component of a healthy monitoring workflow, data drift is a suboptimal alerting tool. Not all data drift impacts model performance.
Hiera
A Hierarchical Vision Transformer without the Bells-and-Whistles.
https://github.com/facebookresearch/hiera
A Hierarchical Vision Transformer without the Bells-and-Whistles.
https://github.com/facebookresearch/hiera
GitHub
GitHub - facebookresearch/hiera: Hiera: A fast, powerful, and simple hierarchical vision transformer.
Hiera: A fast, powerful, and simple hierarchical vision transformer. - facebookresearch/hiera
survey
A simple library for creating beautiful interactive prompts.
https://github.com/Exahilosys/survey
A simple library for creating beautiful interactive prompts.
https://github.com/Exahilosys/survey
GitHub
GitHub - Exahilosys/survey: A simple library for creating beautiful interactive prompts.
A simple library for creating beautiful interactive prompts. - Exahilosys/survey
nixpkgs-python
All Python versions, kept up-to-date on hourly basis using Nix.
https://github.com/cachix/nixpkgs-python
All Python versions, kept up-to-date on hourly basis using Nix.
https://github.com/cachix/nixpkgs-python
GitHub
GitHub - cachix/nixpkgs-python: All Python versions, kept up-to-date on hourly basis using Nix.
All Python versions, kept up-to-date on hourly basis using Nix. - cachix/nixpkgs-python
Image Dithering FAST In Python
In this video, the concept of image dithering is explained, showcasing how dithering algorithms can effectively display images on black and white monitors while preserving reasonable contrast. The video provides coding examples utilizing packages like NumPy, Pillow, and Matplotlib to demonstrate the implementation of these algorithms.
https://www.youtube.com/watch?v=Ld_cz1JwRHk
In this video, the concept of image dithering is explained, showcasing how dithering algorithms can effectively display images on black and white monitors while preserving reasonable contrast. The video provides coding examples utilizing packages like NumPy, Pillow, and Matplotlib to demonstrate the implementation of these algorithms.
https://www.youtube.com/watch?v=Ld_cz1JwRHk
YouTube
Image Dithering FAST In Python (ft. Numba)
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https://www.udemy.com/course/python-stem-essentials/?couponCode=MRPSOLVER_DITHERING
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DeepFilterNet
A Low Complexity Speech Enhancement Framework for Full-Band Audio (48kHz) using on Deep Filtering.
https://github.com/Rikorose/DeepFilterNet
A Low Complexity Speech Enhancement Framework for Full-Band Audio (48kHz) using on Deep Filtering.
https://github.com/Rikorose/DeepFilterNet
GitHub
GitHub - Rikorose/DeepFilterNet: Noise supression using deep filtering
Noise supression using deep filtering. Contribute to Rikorose/DeepFilterNet development by creating an account on GitHub.
Python for Finance: Pandas Resample, Groupby, and Rolling
Learn how you can use resample, groupby, and rolling in pandas and supercharge your workflows with Ponder!
https://ponder.io/python-for-finance-pandas-resample-groupby-and-rolling/
Learn how you can use resample, groupby, and rolling in pandas and supercharge your workflows with Ponder!
https://ponder.io/python-for-finance-pandas-resample-groupby-and-rolling/
Snowflake
Snowflake Data Cloud Boosts Python capabilities with Ponder
Ponder connects popular data science libraries and where the data lives.
Benchmarking Python and Rust Async Web Server Performance
Benchmarks showing how Python's Blacksheep and Uvicorn stack up to a Rust solution using Axum and ...
https://codesolid.com/benchmarking-python-and-rust-async-web-server-performance/
Benchmarks showing how Python's Blacksheep and Uvicorn stack up to a Rust solution using Axum and ...
https://codesolid.com/benchmarking-python-and-rust-async-web-server-performance/
CodeSolid.com - Python: Beginner to Expert
Benchmarking Python and Rust Async Web Server Performance
Benchmarks showing how Python's Blacksheep and Uvicorn stack up to a Rust solution using Axum and Tokio.
nlpxucan / WizardLM
Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder
https://github.com/nlpxucan/WizardLM
Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder
https://github.com/nlpxucan/WizardLM
GitHub
GitHub - nlpxucan/WizardLM: LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath - nlpxucan/WizardLM
Matting-Anything
Matting Anything Model (MAM), an efficient and versatile framework for estimating the alpha matte of any instance in an image with flexible and interactive visual or linguistic user prompt guidance.
https://github.com/SHI-Labs/Matting-Anything
Matting Anything Model (MAM), an efficient and versatile framework for estimating the alpha matte of any instance in an image with flexible and interactive visual or linguistic user prompt guidance.
https://github.com/SHI-Labs/Matting-Anything
GitHub
GitHub - SHI-Labs/Matting-Anything: Matting Anything Model (MAM), an efficient and versatile framework for estimating the alpha…
Matting Anything Model (MAM), an efficient and versatile framework for estimating the alpha matte of any instance in an image with flexible and interactive visual or linguistic user prompt guidance...
Show HN: Python package for interfacing with ChatGPT with minimized complexity
https://github.com/minimaxir/simpleaichat
https://github.com/minimaxir/simpleaichat
GitHub
GitHub - minimaxir/simpleaichat: Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
Python package for easily interfacing with chat apps, with robust features and minimal code complexity. - minimaxir/simpleaichat
OpenDAN
OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use.
https://github.com/fiatrete/OpenDAN-Personal-AI-OS
OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use.
https://github.com/fiatrete/OpenDAN-Personal-AI-OS
GitHub
GitHub - fiatrete/OpenDAN-Personal-AI-OS: OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one…
OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use. - fiatrete/OpenDAN-Personal-AI-OS