Diffusion models from scratch, from a new theoretical perspective
The article provides insights into interpreting and enhancing diffusion models using the Euclidean distance function, offering a detailed exploration of diffusion models and their applications. It focuses on improving diffusion models through gradient estimation, efficient sampling techniques, and visualizing the impact of momentum terms on text-to-image generation.
https://www.chenyang.co/diffusion.html
Reviving PyMiniRacer: A Python <> JavaScript Bridge
https://bpcreech.com/post/mini-racer/
Jupyter & IPython terminology explained
https://www.dataschool.io/jupyter-and-ipython-terminology/
Relieving your Python packaging pain
An opinionated take for bootstrapping Python
https://www.bitecode.dev/p/relieving-your-python-packaging-pain
facebookresearch / jepa
PyTorch code and models for V-JEPA self-supervised learning from video.
https://github.com/facebookresearch/jepa
python-docstring-highlighter
Syntax highlighting for Python Docstring in VSCode.
https://github.com/rodolphebarbanneau/python-docstring-highlighter
Go, Python, Rust, and production AI applications
https://ajmani.net/2024/03/11/go-python-rust-and-production-ai-applications/
Dataverse
The Universe of Data. All about data, data science, and data engineering.
https://github.com/UpstageAI/dataverse
ccxt / ccxt
A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges
https://github.com/ccxt/ccxt
Ludic
Lightweight framework for building HTML pages in pure Python.
https://github.com/paveldedik/ludic
speechbrain / speechbrain
A PyTorch-based Speech Toolkit
https://github.com/speechbrain/speechbrain
ndleah / python-mini-project
🙌 Welcome open-source Python mini-project contributions!
https://github.com/ndleah/python-mini-project
chedule-texts-from-txt
Schedule iMessage or SMS texts from .txt files.
https://github.com/reidjs/schedule-texts-from-txt
sqlelf
Explore ELF objects through the power of SQL.
https://github.com/fzakaria/sqlelf
LLM4Decompile
Reverse Engineering: Decompiling Binary Code with Large Language Models.
https://github.com/albertan017/LLM4Decompile
Magix
Supercharge huggingface transformers with model parallelism.
https://github.com/luyug/magix
Django REST framework 3.15
https://www.django-rest-framework.org/community/3.15-announcement/
3DTopia / LGM
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.
https://github.com/3DTopia/LGM
Guide to Time-Series Analysis in Python
A look at why Python is a great language for time-series analysis. Plus, tips for getting started today.
https://www.timescale.com/blog/how-to-work-with-time-series-in-python/
Why You Should Use Pydantic in 2024
In this updated Pydantic tutorial, I’ll cover all the new features and how they can benefit your projects. Despite Python's dynamic type system being user-friendly, it's not without its data handling issues. That's where Pydantic comes in, providing the essential structure and validation for seamless data management.
https://www.youtube.com/watch?v=502XOB0u8OY
Does Python have pointers?
https://nedbatchelder.com/blog/202403/does_python_have_pointers.html
Sandboxing Python with Win32 App Isolation
https://blogs.windows.com/windowsdeveloper/2024/03/06/sandboxing-python-with-win32-app-isolation/
CBScript
CBScript is a transpiled language, designed by SethBling. This compiler will compile CBScript files into Minecraft datapack zip files. It has many higher level language features that don't exist at the Minecraft command level.
https://github.com/SethBling/cbscript
LlamaGym
Fine-tune LLM agents with online reinforcement learning.
https://github.com/KhoomeiK/LlamaGym
facebookresearch / DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
https://github.com/facebookresearch/DiT
Homebrew all the Python things
https://blog.davep.org/2024/03/10/homebrew-all-the-python-things.html