conda
An open-source package and virtual environment management system that supports installation and version compatibility checking for Python and non-Python dependencies, including compiled C and Fortran libraries. It allows users to create mutually isolated virtual environments, making it widely used in scientific computing and machine learning workflows.
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After using Anaconda, when learning TensorFlow, the library still needs to be separately installed using conda install.
Anaconda relies on an underlying package and environment management system called conda.
conda supports creating mutually isolated virtual environments, allowing different projects to use different versions of Python and libraries.
The conda list command is used to list all libraries currently installed in Anaconda.
The command conda install <library name> is used to install a new library, and conda update <library name> is used to update a specified library.
In addition to installing dependencies, conda install checks the compatibility of new dependencies with existing ones, making it safer but slower; pip install only handles downloading and installing the corresponding package and its dependencies, making it faster.
The command conda create -n lumchainenv python=3.10 can be used to create an isolated environment named lumchainenv with Python version 3.10.
conda is a cross-platform package manager provided by the Anaconda distribution that manages not only Python packages but also low-level dependencies such as C/C++.
Python 虚拟环境（venv、conda）只能隔离 Python 包，无法隔离系统级依赖如 C 库、CUDA 运行时
All Facts (9)
After using Anaconda, when learning TensorFlow, the library still needs to be separately installed using conda install.
50%UnverifiedAnaconda relies on an underlying package and environment management system called conda.
50%Unverifiedconda supports creating mutually isolated virtual environments, allowing different projects to use different versions of Python and libraries.
50%UnverifiedThe conda list command is used to list all libraries currently installed in Anaconda.
50%UnverifiedThe command conda install <library name> is used to install a new library, and conda update <library name> is used to update a specified library.
50%UnverifiedIn addition to installing dependencies, conda install checks the compatibility of new dependencies with existing ones, making it safer but slower; pip install only handles downloading and installing the corresponding package and its dependencies, making it faster.
50%UnverifiedThe command conda create -n lumchainenv python=3.10 can be used to create an isolated environment named lumchainenv with Python version 3.10.
50%Unverifiedconda is a cross-platform package manager provided by the Anaconda distribution that manages not only Python packages but also low-level dependencies such as C/C++.
50%UnverifiedPython 虚拟环境（venv、conda）只能隔离 Python 包，无法隔离系统级依赖如 C 库、CUDA 运行时
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