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Python

PyPI

Abstract

PyPI 是 Python 的默认软件仓库,帮助用户找到并安装由 Python 社区开发和共享的软件。

绝大多数的 Python 包都发布于此。

https://pypi.org/

pip
pip3 config set global.index-url https://mirror.sjtu.edu.cn/pypi/web/simple
PDM
pdm config pypi.url https://mirror.sjtu.edu.cn/pypi/web/simple
PDM - pyproject.toml
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4
[[tool.pdm.source]]
name = "pypi"
url = "https://mirror.sjtu.edu.cn/pypi/web/simple"
verify_ssl = true
Poetry
poetry source add --priority=primary mirrors https://mirror.sjtu.edu.cn/pypi/web/simple
pip
pip3 config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple
PDM
pdm config pypi.url https://pypi.tuna.tsinghua.edu.cn/simple
PDM - pyproject.toml
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2
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[[tool.pdm.source]]
name = "pypi"
url = "https://pypi.tuna.tsinghua.edu.cn/simple"
verify_ssl = true
Poetry
poetry source add --priority=primary mirrors https://pypi.tuna.tsinghua.edu.cn/simple
pip
pip3 config set global.index-url https://mirror.nju.edu.cn/pypi/web/simple
PDM
pdm config pypi.url https://mirror.nju.edu.cn/pypi/web/simple
PDM - pyproject.toml
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2
3
4
[[tool.pdm.source]]
name = "pypi"
url = "https://mirror.nju.edu.cn/pypi/web/simple"
verify_ssl = true
Poetry
poetry source add --priority=primary mirrors https://mirror.nju.edu.cn/pypi/web/simple
pip
pip3 config set global.index-url https://mirror.lzu.edu.cn/pypi/web/simple
PDM
pdm config pypi.url https://mirror.lzu.edu.cn/pypi/web/simple
PDM - pyproject.toml
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2
3
4
[[tool.pdm.source]]
name = "pypi"
url = "https://mirror.lzu.edu.cn/pypi/web/simple"
verify_ssl = true
Poetry
poetry source add --priority=primary mirrors https://mirror.lzu.edu.cn/pypi/web/simple
pip
pip3 config set global.index-url https://repo.huaweicloud.com/repository/pypi/simple
PDM
pdm config pypi.url https://repo.huaweicloud.com/repository/pypi/simple
PDM - pyproject.toml
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[[tool.pdm.source]]
name = "pypi"
url = "https://repo.huaweicloud.com/repository/pypi/simple"
verify_ssl = true
Poetry
poetry source add --priority=primary mirrors https://repo.huaweicloud.com/repository/pypi/simple
pip
pip3 config set global.index-url https://mirrors.aliyun.com/pypi/simple
PDM
pdm config pypi.url https://mirrors.aliyun.com/pypi/simple
PDM - pyproject.toml
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2
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[[tool.pdm.source]]
name = "pypi"
url = "https://mirrors.aliyun.com/pypi/simple"
verify_ssl = true
Poetry
poetry source add --priority=primary mirrors https://mirrors.aliyun.com/pypi/simple

Anaconda

Abstract

Anaconda 是一个开源的 Python 和 R 语言的发行版本,用于计算科学(数据科学、机器学习、大数据处理和预测分析),致力于简化软件包管理系统和部署。

https://www.anaconda.com/

Note

需要修改用户目录下的 .condarc 文件,此文件在不同系统下位于不同位置。

  • macOS / Linux: ~/.condarc
  • Windows: %USERPROFILE%\.condarc

🧐 Windows 用户无法直接创建名为 .condarc 的文件,可先执行 conda config --set show_channel_urls yes 生成该文件再操作。

操作步骤:

  1. 找到并打开 .condarc 文件
  2. .condarc 中的内容替换为下方内容
  3. 运行 conda clean -i 清空缓存
.condarc
channels:
    - defaults
show_channel_urls: true
default_channels:
    - https://mirror.sjtu.edu.cn/anaconda/pkgs/main
    - https://mirror.sjtu.edu.cn/anaconda/pkgs/r
    - https://mirror.sjtu.edu.cn/anaconda/pkgs/msys2
custom_channels:
    conda-forge: https://mirror.sjtu.edu.cn/anaconda/cloud
    msys2: https://mirror.sjtu.edu.cn/anaconda/cloud
    bioconda: https://mirror.sjtu.edu.cn/anaconda/cloud
    menpo: https://mirror.sjtu.edu.cn/anaconda/cloud
    pytorch: https://mirror.sjtu.edu.cn/anaconda/cloud
    pytorch-lts: https://mirror.sjtu.edu.cn/anaconda/cloud
    simpleitk: https://mirror.sjtu.edu.cn/anaconda/cloud
    deepmodeling: https://mirror.sjtu.edu.cn/anaconda/cloud
.condarc
channels:
    - defaults
show_channel_urls: true
default_channels:
    - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
    - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/r
    - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/msys2
custom_channels:
    conda-forge: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud
    msys2: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud
    bioconda: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud
    menpo: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud
    pytorch: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud
    pytorch-lts: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud
    simpleitk: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud
    deepmodeling: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud
.condarc
channels:
    - defaults
show_channel_urls: true
default_channels:
    - https://mirror.nju.edu.cn/anaconda/pkgs/main
    - https://mirror.nju.edu.cn/anaconda/pkgs/r
    - https://mirror.nju.edu.cn/anaconda/pkgs/msys2
custom_channels:
    conda-forge: https://mirror.nju.edu.cn/anaconda/cloud
    msys2: https://mirror.nju.edu.cn/anaconda/cloud
    bioconda: https://mirror.nju.edu.cn/anaconda/cloud
    menpo: https://mirror.nju.edu.cn/anaconda/cloud
    pytorch: https://mirror.nju.edu.cn/anaconda/cloud
    pytorch-lts: https://mirror.nju.edu.cn/anaconda/cloud
    simpleitk: https://mirror.nju.edu.cn/anaconda/cloud
    deepmodeling: https://mirror.nju.edu.cn/anaconda/cloud
.condarc
channels:
    - defaults
show_channel_urls: true
default_channels:
    - https://mirrors.aliyun.com/anaconda/pkgs/main
    - https://mirrors.aliyun.com/anaconda/pkgs/r
    - https://mirrors.aliyun.com/anaconda/pkgs/msys2
custom_channels:
    conda-forge: https://mirrors.aliyun.com/anaconda/cloud
    msys2: https://mirrors.aliyun.com/anaconda/cloud
    bioconda: https://mirrors.aliyun.com/anaconda/cloud
    menpo: https://mirrors.aliyun.com/anaconda/cloud
    pytorch: https://mirrors.aliyun.com/anaconda/cloud
    pytorch-lts: https://mirrors.aliyun.com/anaconda/cloud
    simpleitk: https://mirrors.aliyun.com/anaconda/cloud
    deepmodeling: https://mirrors.aliyun.com/anaconda/cloud

PyTorch

Abstract

PyTorch 是一个开源的深度学习框架,用于构建神经网络和进行机器学习研究。

https://pytorch.org/

Warning

以下例子均以 cu118 为例,请根据实际情况修改 URL。访问 PyTorch 官网 以选择合适的版本。

Bash
pip3 install torch torchvision torchaudio --index-url https://mirror.sjtu.edu.cn/pytorch-wheels/cu118
Bash
pip3 install torch torchvision torchaudio --index-url https://mirrors.tuna.tsinghua.edu.cn/pytorch-wheels/cu118
Bash
pip3 install torch torchvision torchaudio --index-url https://mirrors.aliyun.com/pytorch-wheels/cu118