PythonHub

Python Applied Mathematics Labs https://labs.acme.byu.edu/Pages/intro.html

Is it bad practice to type-annotate every variable assignment? https://www.reddit.com/r/Python/comments/1pzpsb0/is_it_bad_practice_to_typeannotate_every_variable/

Online Book: Exploring Mathematics with Python https://coe.psu.ac.th/ad/explore/

X-ray: a Python library for finding bad redactions in PDF documents https://github.com/freelawproject/x-ray

Choosing the Right Python Docker Image for Finance Workloads https://jiripik.com/2025/12/19/choosing-the-right-python-docker-image-for-finance-workloads/

PySDR: A Guide to SDR and DSP Using Python https://pysdr.org/content/intro.html

Scamp (Suite for Computer-Assisted Music in Python) https://scamp.marcevanstein.com

Polymarket / agents Trade autonomously on Polymarket using AI Agents https://github.com/Polymarket/agents

Python Hub Weekly Digest for 2025-12-28 https://pythonhub.dev/digest/2025-12-28/

State of PyTorch Hardware Acceleration 2025 A Comparative Technical Analysis: NVIDIA CUDA, AMD ROCm, Google TPU (XLA), and Apple Silicon (MPS). https://tunguz.github.io/PyTorch_Hardware_2025/

pyreqwest: An extremely fast, GIL-free, feature-rich HTTP client for Python, fully written in Rust https://www.reddit.com/r/Python/comments/1pswh1o/pyreqwest_an_extremely_fast_gilfree_featurerich/

Ask HN: Why Did Python Win? https://news.ycombinator.com/item?id=46355115

How I wrote JustHTML, a Python-based HTML5 parser, using coding agents https://friendlybit.com/python/writing-justhtml-with-coding-agents/

pq-age age-compatible post-quantum encryption for Python. https://github.com/pqdude/pq-age

facebookresearch / sam-3d-body The repository provides code for running inference with the SAM 3D Body Model (3DB), links for downloading the trained model checkpoints and datasets, and example notebooks that show how to use the model. https://github.com/facebookresearch/sam-3d-body

psp (Python Scaffolding Projects) psp is a blazing fast command line utility to scaffold your Python project, written in Rust. https://github.com/MatteoGuadrini/psp

What's stopping us from having full static validation of Python code? https://www.reddit.com/r/Python/comments/1ps7gs4/whats_stopping_us_from_having_full_static/

MemMachine Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems. https://github.com/MemMachine/MemMachine

Use Python for Scripting https://hypirion.com/musings/use-python-for-scripting

OpenBMB / VoxCPM VoxCPM: Tokenizer-Free TTS for Context-Aware Speech Generation and True-to-Life Voice Cloning https://github.com/OpenBMB/VoxCPM