What’s the best modern Python environment setup for CUDA and ML packages?
I've mostly used venv with pip or Conda for isolated Python environments, but my workflow and knowledge are several years out of date. My current Linux setup includes…
uv
What’s the best modern Python environment setup for CUDA and machine learning?
I'm looking to modernize my Python workflow. For years I've used venv with pip, or Conda when I needed stronger environment separation and non-Python dependencies. My current Linux…
How Do You Keep Python Patch Versions Updated?
Since the Python install manager became available, some developers have started using it instead of Miniforge or other Python environment managers. However, I'm not sure what the recommended…
How do you keep installed Python patch versions up to date?
Since the Python install manager was introduced, some developers have switched to it instead of Miniforge or other Python environment managers. However, it doesn't seem obvious how to…
Can Python infer dependencies and generate a separate requirements file for each entry point?
I'm working on projects that may be deployed as multiple containers, with each container starting from a different Python entry point. Tools such as pipreqs can scan a…
What Alternatives to Anaconda Are People Using Now?
I've been using Anaconda and Conda for quite a while, but I'm getting increasingly annoyed with how slow the solver is. It's starting to feel a bit outdated.…
Advice Needed: Using UV for Environment Management in ML Training
Hi folks! I'm working on boosting the development efficiency for a large ML engineering team tasked with data processing and reinforcement learning training on massive models (200B+ parameters).…
Can I Change the Default Source Structure in UV for My Backend App?
I'm working on a project that has a distinct folder structure with separate /frontend and /backend directories. My backend has a `pyproject.toml` file which kind of looks like…
Can I Change the Default `src` Folder Structure for My Backend App?
I'm working on a project where I have both a `/frontend` and a `/backend` structure. Inside my backend, there's a `pyproject.toml` file, but I'm running into issues because…