Explore Miniconda3: a simple and flexible Python environment and software package management tool

Miniconda3 installation and configuration notes Foreword Miniconda3 is a lightweight Anaconda distribution that provides a flexible and simplified way to manage Python environments and packages. This article will introduce how to install, configure and manage Miniconda3, as well as use the conda command to manage the environment and software packages. Article directory Miniconda3 installation and […]

miniconda configuration manual – basic configuration, initialization, management of virtual environments, and package operations

Table of Contents Preface The first step is to install the software. This step cannot be skipped. The second step is to configure the basic miniconda. This step mainly involves modifying the “.condarc” file. The third step is miniconda initialization. This step cannot be skipped. Step 4. Manage the virtual environment Step 5: Use the […]

Ubuntu 18.04 LTS installs multiple versions to switch between CUDA and the corresponding cudnn pytorch tensorflow (Miniconda environment)

0 Some recommended versions Version adaptation problems often occur in various software. Here are the versions verified by others: 2022 [Super detailed] Building a deep learning environment and configuration tensorflow2.7 + keras2.7 + CUDA11.6 + cuDNN corresponding version_cuda11.6 corresponding cudnn_Huo Lingyuan’s blog-CSDN blog python3.7.0 + CUDA11.6.0 + cuDNN8.3.2 + tensorflow2.7.0 + Keras2.7.0 python3.7.0 + CUDA11.3.1 […]

[conda installation] Based on miniconda and Windows

.Summary Conda is an open source package management system and environment management system that runs on Windows, macOS, Linux, and z/OS. Conda quickly installs, runs and updates software packages and their dependencies. Conda makes it easy to create, save, load and switch environments on your local computer. It was created for Python programs, but it […]

miniconda3: AttributeError: module ‘cryptography.hazmat.backends’ has no attribute ‘openssl’

miniconda3: AttributeError: module ‘cryptography.hazmat.backends’ has no attribute ‘openssl’ AttributeError: module ‘cryptography.hazmat.backends’ has no attribute ‘openssl’ Solution AttributeError: module cryptography.hazmat.backends’ has no attribute openssl’ The problem occurred after miniconda3 in the AUR was updated to 23.5.2-1 (before and after the update, I commented out the conda in .bashrc according to the instructions). At that time, after […]

Mac M1 installs Miniconda+ GPU-supported TensorFlow and PyTorch

Computer system: MacBook Pro M1 + Mac Ventura 13.5 Installation: Miniconda + tensorflow-macos-2.13.0 + torch-2.0.1 1. Install Miniconda Miniconda is a lightweight version of Anaconda. If you want to save hard disk storage space, you can consider installing Miniconda instead of Anaconda. But Anaconda has a visual interface and the pre-installed packages are relatively complete […]

Windows10 installs Centos distribution + git + miniconda + vscode in WSL2

1. WSL installation 1. Installation conditions The minimum requirement for the installed operating system is Windows 10 version 2004 or window 11. The way to check the Windows operating system and the specific version is: click the Windows logo key on the keyboard and type winver, as shown in the figure below: Click Open to […]

python package management-conda(miniconda)

configuration channels: – https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/ – http://mirrors.aliyun.com/anaconda/pkgs/main 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 auto_activate_base: false envs_dirs: -F:\ProgramData\miniconda3\envs pkgs_dirs: – F:\ProgramData\miniconda3\pkgs Installation configuration Download Anaconda official website Anaconda download mirror Miniconda Installation/Configuration Environment Variables There can be no spaces […]