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Installation and Setup
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Install Conda: Follow the instructions on the official website
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Update Conda:
conda update conda
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Managing Environments
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Create a new environment:
conda create --name myenv -
Activate an environment:
conda activate myenv -
Deactivate an environment:
conda deactivate -
List all environments:
conda env list -
Remove an environment:
conda env remove --name myenv
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Managing Packages
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Install a package:
conda install package-name -
Install specific version of a package:
conda install package-name=version -
Update a package:
conda update package-name -
Uninstall a package:
conda remove package-name -
List installed packages:
conda list
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Searching Packages
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Search for a package:
conda search package-name
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Working with Channels
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Add a channel:
conda config --add channels channel-name -
List channels:
conda config --show channels -
Remove a channel:
conda config --remove channels channel-name
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Exporting and Importing Environments
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Export environment to a YAML file:
conda env export > environment.yml -
Create an environment from a YAML file:
conda env create -f environment.yml
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Miscellaneous Commands
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Check Conda version:
conda --version -
List Conda commands:
conda --help
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Tips
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Always activate the relevant environment before installing or updating packages to ensure they are placed in the correct environment.
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Regularly update Conda and packages to get the latest features and security updates.
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Use YAML files for environment management to ensure consistency across different machines or deployments.