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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Implement Parsers with Pylasu
In this article, we will learn how to implement parsers in Python using Pylasu and ANTLR.
https://tomassetti.me/implement-parsers-with-pylasu/
joaomdmoura / crewAI-examples
https://github.com/joaomdmoura/crewAI-examples
facebookresearch / audio2photoreal
Code and dataset for photorealistic Codec Avatars driven from audio
https://github.com/facebookresearch/audio2photoreal
FastCRUD
FastCRUD is a Python package for FastAPI, offering robust async CRUD operations and flexible endpoint creation utilities.
https://github.com/igorbenav/fastcrud
Patching pydantic settings in pytest
The post discusses a Python tutorial on patching Pydantic settings in Pytest. It covers techniques for modifying Pydantic settings during testing scenarios in a Pytest environment, providing practical insights for effective testing and development workflows.
https://rednafi.com/python/patch_pydantic_settings_in_pytest/
Ten Python datetime pitfalls, and what libraries are (not) doing about it
The article explores various challenges and inconsistencies in the Python datetime library, as well as how different third-party libraries address these issues.
https://dev.arie.bovenberg.net/blog/python-datetime-pitfalls/
A bird's eye view of Polars
Read how Polars executes your query from planning, optimizing to execution.
https://pola.rs/posts/polars_birds_eye_view
StreamRAG
Video Search and Streaming Agent.
https://github.com/video-db/StreamRAG
TIL: `yield` inside a `try` followed by `finally` has some interesting behaviour.
https://www.reddit.com/r/Python/comments/1ai5okp/til_yield_inside_a_try_followed_by_finally_has/
Deep Dive Into the Repository Design Pattern in Python
A closer look at the repository design pattern in Python. This is a very useful pattern that allows you to keep your data storage separate from your data operations.
https://www.youtube.com/watch?v=9ymRLDfnDKg
Python-based pinball software framework
https://missionpinball.org/
Profiling your Numba code
Learn how to use the Profila profiler to find performance bottlenecks in your Numba code.
https://pythonspeed.com/articles/numba-profiling/
Getting Started With CUDA for Python Programmers
In this tutorial, Jeremy Howard demystifies CUDA programming for NVIDIA GPUs, particularly focusing on its accessibility when combined with PyTorch. The hands-on tutorial, conducted in a Colab notebook, guides viewers through practical examples, starting with simple tasks like converting an RGB image to grayscale, and progressing to more advanced topics like matrix multiplication. The em...
https://www.youtube.com/watch?v=nOxKexn3iBo
Real Case usage of Python Metaclasses
Three examples applying Python Metaclasses
https://dev.to/anbagu/real-case-of-python-metaclass-application-2pj8
Codemodder – A new codemod library for Java and Python
https://codemodder.io/
arcee-ai / mergekit
Tools for merging pretrained large language models.
https://github.com/arcee-ai/mergekit
InternLM / InternLM-XComposer
InternLM-XComposer2 is a groundbreaking vision-language large model (VLLM) excelling in free-form text-image composition and comprehension.
https://github.com/InternLM/InternLM-XComposer
fabric
fabric is an open-source framework for augmenting humans using AI.
https://github.com/danielmiessler/fabric
InstaPython – Instant custom Python scripts on-demand
https://instapython.com
EasyGmail
A lightweight, minimalistic, and synchronous Python package for quickly sending emails via Gmail.
https://github.com/ayushgun/easygmail
MarkFzp / act-plus-plus
Imitation learning algorithms with Co-training for Mobile ALOHA: ACT, Diffusion Policy, VINN
https://github.com/MarkFzp/act-plus-plus
llm-app-stack
Emerging Architectures for LLM Applications.
https://github.com/a16z-infra/llm-app-stack
Exploring the GPT-4 with Vision API using Images and Videos
All you need to know to understand the GPT-4 with Vision API with examples for processing Images and Videos.
https://jstoppa.com/posts/exploring_the_gpt_with_vision_api_image_and_video/post/
bclavie / RAGatouille
https://github.com/bclavie/RAGatouille
Running Open Source LLMs In Python - A Practical Guide
Unleashing AI Power on Your Laptop.
https://christophergs.com/blog/running-open-source-llms-in-python
Mix Python and Rust for Production CLIs
The video outlines an effective workflow for combining Python and Rust - use PyO3 to call Python from Rust CLIs, leverage Rust's safety and Python's libraries, add testing to validate logic, automate processes, and deliver binaries to users.
https://www.youtube.com/watch?v=GBZoWervz3s
Python HTTP library 'urllib3' now works in the browser
https://github.com/urllib3/urllib3/releases/tag/2.2.0
Python Hub Weekly Digest for 2024-02-04
https://pythonhub.dev/digest/2024-02-04/
Python packaging must be getting better - a datapoint
I “pip install”ed my app on Windows and everything just worked. Something is going right.
https://lukeplant.me.uk/blog/posts/python-packaging-must-be-getting-better-a-datapoint/
finagg
A Python package for aggregating historical data from popular and free financial APIs, and for transforming that data into features for AI/ML.
https://github.com/theOGognf/finagg