Help me choose the best Linux distro for data science and gaming!

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Asked By CuriousCactus123 On

I'm trying to settle on a Linux distro and I've been asking GPT for help, but I wanted to get your opinions too. Here's what I've experienced with different distros:
- **Ubuntu 24.04**: I struggled with missing ASUS utilities, poor power management, and no fan/GPU control.
- **openSUSE Tumbleweed**: Great package manager (zypper!), but tuning my AMD GPU and fan required too much manual effort.
- **Fedora 42**: Super clean interface, but I couldn't find good alternatives to G-Helper and Armoury Crate, missing features like AFMF/Chill were disappointing.
- **Nobara**: Awesome for gaming but it was too unstable for my development needs.
- **Bazzite (GNOME & KDE)**: Gaming-oriented and polished, but setting up Python 3.11 plus the ML stack was a real headache.
- **EndeavourOS KDE**: Fast and sleek, but maintaining Arch felt like too much babysitting.
- **Windows 11**: Not ideal, but Armoury Crate and Adrenalin work perfectly with WSL2.

What I really need from a distro is a solid environment for data science and ML (with Python 3.11, Conda, Jupyter, Qiskit, etc.), good gaming support for my RX 7600S (mid settings are fine), full tuning for my CPU/GPU and fans because I have an ASUS TUF A16, and minimal tinkering. I don't want to have to fix things every time I update! Here are my specs: CPU: AMD Ryzen 7 7435HS, GPU: AMD Radeon RX 7600S, RAM: 32 GB DDR5 4800 MHz (16x2).

3 Answers

Answered By DistroExplorer45 On

Have you considered using the Distrobox container feature in Bazzite? It might make handling Python 3.11 and your ML stack easier, though I get that it's a bit of a hassle if they only include 3.13 by default. TensorFlow and the libraries can be picky!

CuriousCactus123 -

I did see that, but I'm concerned about compatibility issues. Some libraries might not support 3.12 yet, which could throw a wrench in my plans.

Answered By AsusFan99 On

Hey fellow Asus TUF A16 owner! Have you tried Pop_OS or Mint with Cinnamon? They might offer a better experience overall. Also, check out utilities like LACT or Corectrl; they could fill the gaps left by Armoury Crate. Haven't tried them yet myself but thought I'd share!

CuriousCactus123 -

I’m actually waiting for the cosmic release of Pop_OS to give it a go! Hoping it makes things smoother.

Answered By TechNoir91 On

I'd suggest giving Tumbleweed another shot. You can install GPU and fan utilities directly from Flathub which should help with managing your hardware efficiently.

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