Helion: A High-Level DSL for Performant and Portable ML Kernels
Helion is a Python-embedded high-level DSL that compiles to optimized Triton kernels, blending the simplicity of PyTorch syntax with powerful autotuning to deliver high-performance, portable machine learning kernels across hardware architectures. It automates complex tasks like tensor indexing, memory management, and hardware-specific tuning, enabling developers to write efficient kernel...
https://pytorch.org/blog/helion/
Helion is a Python-embedded high-level DSL that compiles to optimized Triton kernels, blending the simplicity of PyTorch syntax with powerful autotuning to deliver high-performance, portable machine learning kernels across hardware architectures. It automates complex tasks like tensor indexing, memory management, and hardware-specific tuning, enabling developers to write efficient kernel...
https://pytorch.org/blog/helion/
The Best Way to Share Code Between Python Apps
The video explains how to use UV workspaces to manage multiple Python applications with shared code and dependencies in a single repository. It demonstrates structuring a project with CLI and FastAPI apps, extracting shared logic into internal packages, and managing dependencies efficiently to avoid duplication and conflicting environments. The approach simplifies development and scaling...
https://www.youtube.com/watch?v=N_ypJwV8Q8I
The video explains how to use UV workspaces to manage multiple Python applications with shared code and dependencies in a single repository. It demonstrates structuring a project with CLI and FastAPI apps, extracting shared logic into internal packages, and managing dependencies efficiently to avoid duplication and conflicting environments. The approach simplifies development and scaling...
https://www.youtube.com/watch?v=N_ypJwV8Q8I
YouTube
The Best Way to Share Code Between Python Apps
✅ Learn how to build robust and scalable software architecture: https://arjan.codes/checklist.
In this video, I show you how to use uv workspaces to manage multiple Python apps—like a CLI tool and a FastAPI app—with shared dependencies and shared logic.…
In this video, I show you how to use uv workspaces to manage multiple Python apps—like a CLI tool and a FastAPI app—with shared dependencies and shared logic.…
Python Software Foundation gets a donor surge after rejecting federal grant
https://thenewstack.io/psf-gets-a-donor-surge-after-rejecting-anti-dei-federal-grant/
https://thenewstack.io/psf-gets-a-donor-surge-after-rejecting-anti-dei-federal-grant/
The New Stack
PSF Gets a Donor Surge After Rejecting Anti-DEI Federal Grant
The Python Software Foundation's courageous refusal of an anti-DEI $1.5 million federal grant immediately triggered an extraordinary outpouring of community support.
The Smol Training Playbook.
A practical journey through the challenges, decisions, and messy reality behind training state-of-the-art language models
https://huggingface.co/spaces/HuggingFaceTB/smol-training-playbook#setting-up-our-ablation-framework
A practical journey through the challenges, decisions, and messy reality behind training state-of-the-art language models
https://huggingface.co/spaces/HuggingFaceTB/smol-training-playbook#setting-up-our-ablation-framework
huggingface.co
The Smol Training Playbook - a Hugging Face Space by HuggingFaceTB
The secrets to building world-class LLMs
10 Smart Performance Hacks For Faster Python Code
Learn practical optimization hacks, from data structures to built-in modules, that boost speed, reduce overhead, and keep your Python code clean.
https://blog.jetbrains.com/pycharm/2025/11/10-smart-performance-hacks-for-faster-python-code/
Learn practical optimization hacks, from data structures to built-in modules, that boost speed, reduce overhead, and keep your Python code clean.
https://blog.jetbrains.com/pycharm/2025/11/10-smart-performance-hacks-for-faster-python-code/
The JetBrains Blog
10 Smart Performance Hacks For Faster Python Code | The PyCharm Blog
Learn practical optimization hacks, from data structures to built-in modules, that boost speed, reduce overhead, and keep your Python code clean.
👍1
Python Tutorial: Build a Django CRM from Scratch with Google Contacts, TimescaleDB Analytics & More
The video is a comprehensive tutorial on building a Django CRM from scratch, integrating Google Contacts syncing, time-series analytics with TimescaleDB, and production-ready automation using modern Python tools. It covers everything from setting up the Django project, implementing OAuth authentication, managing database models and relationships, to visualizing analytics with Chart.js an...
https://www.youtube.com/watch?v=zNyURLG9LIs
The video is a comprehensive tutorial on building a Django CRM from scratch, integrating Google Contacts syncing, time-series analytics with TimescaleDB, and production-ready automation using modern Python tools. It covers everything from setting up the Django project, implementing OAuth authentication, managing database models and relationships, to visualizing analytics with Chart.js an...
https://www.youtube.com/watch?v=zNyURLG9LIs
YouTube
Python Tutorial: Build a Django CRM from Scratch with Google Contacts, TimescaleDB Analytics & More
🚀 Sign up for free Postgres now: https://kirr.co/j2bylk
Learn to build a Django CRM from scratch in this comprehensive nearly 6-hour course. You'll integrate Google Contacts, implement time-series analytics with TimescaleDB, and use production-ready automation…
Learn to build a Django CRM from scratch in this comprehensive nearly 6-hour course. You'll integrate Google Contacts, implement time-series analytics with TimescaleDB, and use production-ready automation…
❤2
Why is Python's OrderedDict ordered?
https://www.piglei.com/articles/en-why-is-python-ordereddict-ordered/
https://www.piglei.com/articles/en-why-is-python-ordereddict-ordered/
Piglei
How Does Python’s OrderedDict Maintain Order? | Piglei
piglei's blog
Build Real-Time Knowledge Graph for Documents with LLM
https://cocoindex.io/docs/examples/knowledge-graph-for-docs
https://cocoindex.io/docs/examples/knowledge-graph-for-docs
cocoindex.io
Real-Time Knowledge Graph for Documents with LLM | CocoIndex
CocoIndex now supports knowledge graph with incremental processing. Build live knowledge for agents is super easy with CocoIndex.
hyperliquid-dex / hyperliquid-python-sdk
SDK for Hyperliquid API trading with Python.
https://github.com/hyperliquid-dex/hyperliquid-python-sdk
SDK for Hyperliquid API trading with Python.
https://github.com/hyperliquid-dex/hyperliquid-python-sdk
GitHub
GitHub - hyperliquid-dex/hyperliquid-python-sdk: SDK for Hyperliquid API trading with Python.
SDK for Hyperliquid API trading with Python. Contribute to hyperliquid-dex/hyperliquid-python-sdk development by creating an account on GitHub.
Pipelex
Pipelex is developing the open standard for repeatable AI workflows. Write business logic, not API calls.
https://github.com/Pipelex/pipelex
Pipelex is developing the open standard for repeatable AI workflows. Write business logic, not API calls.
https://github.com/Pipelex/pipelex
GitHub
GitHub - Pipelex/pipelex: Declarative language for composable Al workflows. Devtool for agents and mere humans.
Declarative language for composable Al workflows. Devtool for agents and mere humans. - Pipelex/pipelex
Reliable Django Signals
Using background tasks to reliability execute signal receivers.
https://hakibenita.com/django-reliable-signals
Using background tasks to reliability execute signal receivers.
https://hakibenita.com/django-reliable-signals
Hakibenita
Reliable Django Signals
Using background tasks to reliability execute signal receivers
Nano-vLLM
A lightweight vLLM implementation built from scratch.
https://github.com/GeeeekExplorer/nano-vllm
A lightweight vLLM implementation built from scratch.
https://github.com/GeeeekExplorer/nano-vllm
GitHub
GitHub - GeeeekExplorer/nano-vllm: Nano vLLM
Nano vLLM. Contribute to GeeeekExplorer/nano-vllm development by creating an account on GitHub.
Reduino
Write Arduino code in pure Python. Reduino transpiles Python scripts into efficient Arduino C++ and uploads automatically. A simple, intuitive way to control sensors, LEDs, and actuators without touching C++.
https://github.com/Jackhammer9/Reduino
Write Arduino code in pure Python. Reduino transpiles Python scripts into efficient Arduino C++ and uploads automatically. A simple, intuitive way to control sensors, LEDs, and actuators without touching C++.
https://github.com/Jackhammer9/Reduino
GitHub
GitHub - Jackhammer9/Reduino: Write Arduino code in pure Python. Reduino transpiles Python scripts into efficient Arduino C++ and…
Write Arduino code in pure Python. Reduino transpiles Python scripts into efficient Arduino C++ and uploads automatically. A simple, intuitive way to control sensors, LEDs, and actuators without to...
spipm / Depixelization_poc
Depix is a PoC for a technique to recover plaintext from pixelized screenshots.
https://github.com/spipm/Depixelization_poc
Depix is a PoC for a technique to recover plaintext from pixelized screenshots.
https://github.com/spipm/Depixelization_poc
GitHub
GitHub - spipm/Depixelization_poc: Depix is a PoC for a technique to recover plaintext from pixelized screenshots.
Depix is a PoC for a technique to recover plaintext from pixelized screenshots. - spipm/Depixelization_poc
amplifier
Automate complex workflows by describing how you think through them.
https://github.com/microsoft/amplifier
Automate complex workflows by describing how you think through them.
https://github.com/microsoft/amplifier
GitHub
GitHub - microsoft/amplifier
Contribute to microsoft/amplifier development by creating an account on GitHub.