All about Conda

I decided to create this page because I often

• Anaconda cheatsheet
• My note on how to install Anaconda in VSCode terminal

Common tasks

There is probably an environment where I already have PyTorch installed but how to find the environment with one specific package installed? Of course this is about some big packages like TensorFlow or PyTorch or something with native dependencies where it's more of a hassle to create a new one.

So list configured environments with

conda info --envs

and then search for the package

conda list -n diffusers torch # last positional argument is a regex
# so instead you can apply your bash-fu
conda list -n diffusers | grep torch

Examples

My environments I created in the following projects

• Transformers and PyTorch
• Also PyTorch, but in WSL2 and this version is craving for CUDA_HOME
• Diffusers from Hugging Face
• TensorFlow 2.12 on Windows can only be installed in WSL2