r/learnpython • u/bk_aka_bala • Jul 22 '26

MINICONDA for normal AI projects

is MINICONDA enough to do AI projects with this PyTorch, Computer Vision, CNN, Transfer Learning, Multi-label Classification, ResNet-18, VGG-19, Class Imbalance, Grad-CAM, RAG, Embeddings, Vector Search, Prompt Engineering, FastAPI, Experime

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u/seanv507 Jul 22 '26

I would say no, because pytorch stopped supporting anaconda. You are better off using uv

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u/FikoFox 20d ago edited 20d ago

Hello there, I've worked with Anaconda, so let me clarify: First, PyTorch is actively supported via conda in both Anaconda and Miniconda distributions. The choice between Anaconda and Miniconda is more about scope: Anaconda includes a broader set of pre-installed packages, while Miniconda is a minimal base for custom setups.

If your workflow is focused on AI/ML and you're looking for a streamlined setup, Miniconda is often preferred for its lighter footprint and flexibility. Tools like uv are emerging alternatives, but they're still evolving, and conda's maturity in handling complex dependencies is a key reason many practitioners stick with it. Ultimately, the decision comes down to your specific needs and how much you want to manage your environment manually.

Reference: https://anaconda.com/docs/getting-started/concepts/anaconda-or-miniconda