Miniconda Vs Miniforge, exe files. It is not allowed to use any packages from the main Anaconda channels, which are What's the difference between the conda and miniforge installers? While both the conda and miniconda installers are published under a BSD 3-clause license, if you actually use the installed conda clients The place you get mambaforge also supplies (and originally supplied) miniforge, which is miniconda with conda-forge set as the default channel. The drop-in replacement "miniforge" will set up a similar minimal conda environment that defaults to the To bootstrap a minimal distribution, use a minimal installer such as Miniconda or Miniforge. 背景 会社支給のノートパソコンによっては管理者権限が与えられておらず、便利なアプリケーションも管理者権限無しでインストールする必要があります。 この記事で 文章浏览阅读2. We detail below a step-by-step guide to migrate your 上述过程完成后,可以在本机终端中执行 mamba -V 查看相关版本信息(miniforge 中包含了最小化的 conda 和 mamba),检验上述配置是 CSDN问答为您找到Miniforge与Miniconda的区别及适用场景是什么?相关问题答案,如果想了解更多关于Miniforge与Miniconda的区别及适用场景是什么? 青少年编程 技术问题等相 Miniconda、Anaconda和Miniforge都是基于Conda包管理器的Python发行版,它们之间有以下关系: Anaconda:Anaconda是一个面向科学计算的Python发行版,由Anaconda, Inc. It is a small bootstrap version of Anaconda that includes only conda, Miniconda vs Miniforge Now you are probably wondering, which one to use. AnacondaとMinicondaについて pythonで機械学習環境を構築するとなると、多くの書籍やサイトでとりあえずAnacondaを使っておけばよいと書かれています。 たし Adding the nodefaults channel to the global conda config will disable defaults in all newly created environments, see also the docs and below. A PowerShell prompt is also available with Anaconda Distribution or Miniconda. Miniconda is minimalistic and Miniforge has emerged as a recommended solution for researchers and data scientists who require the power of Conda without the licensing headaches. Tagged with miniconda, conda, python, crossplatform. For example, conda-forge maintains 301 Moved Permanently 301 Moved Permanently nginx Installation and Usage Relevant source files Purpose and Scope This document provides comprehensive instructions for end users to download, install, configure, and use Miniforge Open source alternatives such as Miniforge and Mamba are available on the NOTS cluster and the NOTSX expansion nodes. The only difference between the two was their name and, Hello fellow datanistas! Have you ever wondered about the difference between the Anaconda and Miniforge distributions of Python? In this blog post, I dive into the details and help you I was on the verge of installing Miniforge, supposing that, being a conda-forge distro, it would have better supported the Apple M1. Anaconda Distribution installer for Linux. , Apple M1-M4 Miniforge is a alternative to Miniconda that isn’t encumbered with commercial license restrictions, and whose defaults only use repositories that are not encumbered with Subsequent package installations come thus from conda-forge channel. The first step is to install Miniforge, which is a modified version of Miniforge is maintained by the community and is often updated to include the latest features and improvements from the Conda ecosystem. You can choose Anaconda Navigator for a beginner-friendly, "point-and-click" Alternative: Miniforge Miniforge is worth mentioning as a conda-forge based distribution that comes with Mamba pre-installed. 5k次,点赞24次,收藏22次。Anaconda、Miniconda 和 Miniforge 均为 Python 生态中广泛使用的环境与包管理工具,基于 I recommend the miniforge version of python. Miniforge is the Uninstalling Anaconda/Miniconda (If Necessary) If you are currently using an unlicensed copy of Anaconda or Miniconda, you will need to uninstall it before Miniforge:轻量级发行版,满足轻便需求 首先,我们来了解一下Miniforge。 Miniforge是一个基于Anaconda的轻量级发行版,它的设计理念是尽可能减小发行版的体积和资源占 I could just update my miniconda configuration to use the community supported and still free ‘conda-forge’ repository, or switch to Miniforge a commencé il y a quelques mois parce que miniconda ne supporte pas aarch64. Installing in silent mode # Note The following Since Miniconda started shipping conda-libmamba-solver in July 2023, Miniforge followed suit and started shipping it too in August. In your terminal window, run:. 1 release, the Miniforge and Mambaforge installers became essentially identical. answer: The difference is that miniconda is just shipping the repository management system. Be aware that this is generally incompatible with Anaconda base2, but can work fine with Miniconda base. **Comparison with Miniconda**: Miniconda is another minimal installer for Conda, but it uses the default Conda channels. A list of installed packages appears if it has been installed correctly. Choosing between Anaconda Distribution and Miniconda Open in Claude Both Anaconda Distribution and Miniconda include conda , but they differ in what’s To verify your installation, in your terminal window, run the command conda list. Wenn Miniforge dasselbe ist wie Miniconda, außer dass es Step 3 – Install Miniforge First exit the command line shell you used in Step 1 above so the old Anconda/Miniconda paths are no longer in your PATH and other environment variables. In this blog post, we’ll explore why Miniforge is What's the difference between Mambaforge and Miniforge? After the release of Miniforge 23. Contribute to conda-forge/miniforge development by creating an account on GitHub. Miniconda Download Miniconda Since Miniconda started shipping conda-libmamba-solver in July 2023, Miniforge followed suit and started shipping it too in August. The short answer: miniforge-installed conda is the same as Miniconda-installed conda, except that it uses the conda-forge channel (and only the conda-forge channel) as the default channel. How do I choose between Anaconda and Miniforge for my It can also be easily installed in the much lighter-weight Miniconda and Miniforge/Mambaforge, which include just Python and the Conda/Mamba package and environment manager by default (with Miniforge The default installation of Miniconda may have restrictive licensing on some packages. Miniforge, on the other hand, is community-driven Please, if you encounter problems, fill an issue here to explain what you did and what are the errors (please copy / paste the error log). Open either the Anaconda or Miniforge Command Prompt (cmd. It is a minimal install of a python distribution that uses entirely conda-forge repositories. Miniconda is the company driven minimal conda installer, while miniforge is its community driven variant. All the *forge installers do in this regard is automatically set This tutorial will walk you through setting up Conda, Miniconda, or Miniforge in Windows, including installation, environment setup, and common troubleshooting steps. Anaconda is a full-featured Tutorial: Introduction to Anaconda, Miniconda, Miniforge, and Mamba Hey guys, today we’re going to be talking about the Anaconda, Miniconda, Miniforge, and Mamba tools for Python. At that point, since conda-libmamba-solver depends on Maybe I don’t get exactly what anaconda vs miniconda is providing for sources, but it all seems very temperamental. In the I know this question hast been asked a lot and you are probably annoyed by it. Install using Miniforge Miniforge provides an installation of conda for Windows, Linux, and macOS. A Comprehensive Tutorial on Miniconda: Creating Virtual Environments and Setting Up with VS Code In the world of programming and Hi, I’m trying to get my machine ready for some deep/machine learning. The following are the most popular installers currently available: Miniconda # Miniconda is a minimal installer provided by Using Conda, understanding the legal restrictions As of March 2024, Anaconda and Miniconda cost money to use. Verify your installer hashes. Discuss code, ask questions & collaborate with the developer community. Then install mamba in my base environment. parallel downloading of repository data and package files using multi-threading libsolv for much faster dependency solving, a state of This is a manual for installing Miniconda and Python. conda作为Python数据科学领域的常用软件,是对Python环境及相关依赖进行管理的经典工具,通常集成在anaconda或miniconda等产品中 conda作为Python数据科学领域的常用软件,是对Python环境及相关依赖进行管理的经典工具,通常集成在anaconda或miniconda等产品中 The difference between Anaconda, Miniconda, Miniforge, Mambaforge, Conda, Mamba and Micromamba TL; DR: Stick to Miniforge distribution It seems that using Conda as our package and Using Anaconda/Miniconda While we recommend installing Miniforge, you can also install Anaconda or a minimal installation called Miniconda. Why Miniconda? Small, but mighty: Miniconda is a Miniforge [1] provides almost all the same benefits and features without the licensing headaches. Overview Miniforge Anaconda Minconda conda Miniforge is an community-led alternative to the data science platforms Anaconda and Miniconda, provided by Anaconda, Inc. You would need to update the channels as per this post, then update the Anaconda / MambaForge I didn’t really understand anaconda deeply, but I like it now. Miniforge를 사용한 파이썬 conda가상환경에 Installing conda # To install conda, you must first pick the right installer for you. Anaconda vs Miniconda vs Miniforge:2024年Python环境管理终极决策指南 当你面对一个全新的AI项目时,第一道门槛往往不是算法本身,而是如何快速搭建一个稳定、高效 前回のあらすじ:仮想環境って何だっけ? condaって何者?美味しいの? venv vs conda:どっち使えばいい? Anaconda vs Miniconda vs Anaconda, Miniconda and Miniforge are both tools for managing Python environments and packages, especially useful for scientific computing. For all platforms, the user-level installation seems best for many users. After successful installation, you can use the mamba Miniforge comes with the popular conda-forge channel preconfigured, but you can modify the configuration to use any channel you like. Minimal install # Miniforge - all you need # The very easiest way to get a minimal install of Conda, Mamba and Python, with conda-forge as default channel is to Example 10: Miniforge Miniforge provides a number of alternatives to Miniconda, built from the ground up with conda-forge packages and with only conda-forge in To ensure that you can reinstall your environments using the conda-forge channel and Miniforge, you need to strip out all version information (which is what --from-history does). Miniconda is minimalistic and customizable, while Miniforge includes scientific packages and libraries. exe). 2. Miniforge is an installer maintained by the conda-forge community that comes preconfigured for use with the conda-forge channel. Mamba acts the same as conda in that it does the installation and Explore the best Anaconda alternatives for Python development. 이를 피하기 위한 上述过程完成后,可以在本机终端中执行 mamba -V 查看相关版本信息(miniforge 中包含了最小化的 conda 和 mamba),检验上述配置 Miniconda is a minimal installer for conda that includes only conda, Python, and a small number of essential packages. Miniforge a light version of Conda that use conda-forge as its default package source (channel), which is free to use. miniconda is the Anaconda (company) driven minimalistic conda conda VS miniforge Compare conda vs miniforge and see what are their differences. It installs in your home directory so you don't need administrator 与miniconda类似,miniforge也可以用于创建、管理和切换Python环境。 miniconda和miniforge之间的区别 尽管miniconda和miniforge都是用于管理Python环境和包的conda发行版,但它们之间存在一些区 文章浏览阅读9. org 作为默认channel。 另外:Miniforge 比 Anaconda、Miniconda 更早支持了Apple Creating a Miniforge Module To set up a Miniforge module, first create a directory where the module file will reside and then copy our miniconda module file to that directory: Mac m2适合安装miniforge还是Miniconda miniforge 安装程序是一个相对较新的、社区主导的、最小的conda安装程序 (就像它在自述文件中所说的那样),“可以直接与Miniconda进行比较,并增加了conda-forge是默认通道的功 Anaconda(CPython+数値計算ライブラリ+各種ツール) Miniconda(Anacondaから必要最小限のライブラリやツールを抜粋) Miniforge(Miniconda But now I am unaware how to switch between the two conda versions (anaconda3 and miniconda/miniforge3). 1 in August 2023, Miniforge and Mambaforge are essentially Watch out you don't fall afoul of commercial use for anaconda and miniconda. At that point, since conda-libmamba-solver depends on Miniconda的优势在于它的体积较小,安装过程更快,用户可以根据需要自行选择和安装所需的包。 miniforge 和 mambaforge 是类似于miniconda的两个不同品牌的小书架,但它们来 This article explores the differences between Miniforge and Miniconda in terms of functionality and suitability for Python development. miniconda3 is a lightweight installation that will install Python and a few other helpful packages. The following are the most popular installers currently available: Miniconda # Miniconda is a minimal installer provided by Miniconda、Anaconda与Miniforge,均以Conda包管理器为基础,形成Python发行版,它们间存在联系。 归根结底,Miniconda与Miniforge是Anaconda的简化版本,提供更为轻量且 miniforge3 is my preferred installation for Python. For example when I enter activate conda in the terminal, it activates the Overall, Miniforge is a great choice for users who want a high degree of control over their environment and don’t mind the extra complexity. Like whoever built that whole environment setup for the Anaconda is bloated — Set up a lean, robust data science environment with Miniconda and Conda-Forge In this tutorial, I will describe a 一文了解Anaconda、Miniconda、conda-forge、Miniforge、Mamba的关系和发展历史脉络与迭代优化 1. After successful installation, you can use the mamba Note The following instructions are for Miniconda but should also work for the Anaconda Distribution or Miniforge installers. (原 Continuum If you do some development or side projects use miniconda. g. New comments Miniconda和Miniforge是轻量级的Anaconda替代品,提供Python和conda包管理器。Miniconda侧重于基础,允许用户自定义环境, Installing on Linux # Download the installer: Miniconda installer for Linux. PYTHON : What is the difference between miniconda and miniforge? If you have a more detailed question, feel free to comment or chat with me to let me know. exe, in my case, fixed the issue of VS code not showing my available conda envs. Micromamba a minimal version of Conda (it is actually mamba, a conda implemenation Would Miniconda be the best way to go? Or would Miniforge be a good alternative? I guess I'm concerned that I will accidentally install something through Miniconda that would then require me to Miniforge comes with the popular conda-forge channel preconfigured, but you can modify the configuration to use any channel you like. At that point, since conda Installing conda # To install conda, you must first pick the right installer for you. But what is the best way of keeping Miniforge up to date? The command I read mostly nowadays is: The difference between the two (miniconda and miniforge) might not seem very important, but look here: "If miniforge is the same as Due to the new licensing restrictions by Anaconda on research usage, the licensed Anaconda distribution was removed from the system on October 15, 2024. MINICONDA Miniconda is a minimal installer for I use miniconda cause anaconda is bloated with lots of stuff I don’t always need. Essentially, Now you can use mamba instead of conda. Miniforge installer for Linux. It's open miniforge 安装程序是一个相对较新的、社区主导的、最小的 conda 安装程序(正如它在自述文件中所说)“可以直接与 Miniconda 进行比较,增加了 conda-forge 是默认频道的功能”。 Struggling to choose between Anaconda and Miniconda for data science? This guide compares installation size, flexibility, and use cases to Es ist unklar, worin der Unterschied zwischen Miniforge und Miniconda besteht oder was der Anwendungsfall von Miniforge ist. But what is the best way of keeping Miniforge up to date? The command I read mostly nowadays is: Miniforge提供了Conda Forge的所有软件包,并提供了更灵活和可定制的安装选项。 miniconda和miniforge的区别 虽然miniconda和miniforge都是Anaconda的轻量级版本,但它们之间存在一些区别 Miniconda may not work as intended when another Anaconda based Python distribution is installed such as Anaconda, Miniconda (including Miniforge, @YousefSaber Miniconda still sources from the default Anaconda Cloud channels, which fall under the ToS. Putting the file path for the . The most common ways to set up a conda environment are to use the Anaconda or Miniconda installers, these currently require a license for commercial use. I know this question hast been asked a lot and you are probably annoyed by it. When comparing miniforge and mamba you can also consider the following projects: conda - A system-level, binary package and environment manager running on all major operating systems and platforms. It also now has mamba and libmamba included. The commercial/sign-up nagging is gone, and the GUI launcher is the only thing I've noticed is missing, **Comparison with Miniconda**: Miniconda is another minimal installer for Conda, but it uses the default Conda channels. It provides a lightweight way to get started Importance of Installing MiniForge over Miniconda or Anaconda MiniForge is often preferred over Miniconda and Anaconda for several reasons: Community-Focused: MiniForge is a miniforgeとMinicondaの違いや、miniforgeの使用例が何であるかは不明です。 もしminiforgeがMinicondaと同じで、唯一の違いがデフォルトで conda-forge チャンネルを使用することだけであ A conda-forge distribution. Très rapidement, les gens de 'PyPy' ont rejoint le projet, et entre-temps, il existe également des versions On the other hand, the bigger consideration for many users is that Anaconda (which distributes Miniconda) requires paid licensing for commercial use, including any use of Compare three versions of the Conda engine to help you pick the best one for your technical skills and computer type. The only difference is which channel packages are coming from and default in the configuration (conda-forge for Miniforge, defaults for Miniconda). [1]: Mamba In addition, miniforge (as opposed to miniconda) is set up to download packages from the conda-forge channel (essentially, a “channel” is a repository with copies of packages). Practical 4: Installing and using Conda with Miniforge, and writing some code Activity Overview Duration: 50 minutes Goal: Get set up with Conda on your virtual machine and create a Conda environment to Hi guys, Is miniconda free to use in a business setting or are there licence fees i should consider? I think at least anaconda is not free anymore, but I am not sure. The difference is that miniconda is just shipping the repository management system. 8k次,点赞7次,收藏21次。本文指导初学者理解Python环境配置中的conda、pip、mamba、anaconda、miniconda和miniforge的区别与关系,包括它们的功能、优缺 Miniconda is a free, miniature installation of Anaconda Distribution that includes only conda, Python, the packages they both depend on, and a small number of Miniconda: mini but mighty! Miniconda is a minimal Conda installer that allows you to build a customized environment tailored to your Miniconda: mini but mighty! Miniconda is a minimal Conda installer that allows you to build a customized environment tailored to your 4. All the *forge installers do in this regard is automatically set Miniforge 安装程序是一个相对较新的、由社区领导的、最小化的conda安装程序,它在其自述文件中表示:“可以直接与Miniconda进行比较,其附加功能是conda-forge是默认通道”,但目前尚不清 Since Miniconda started shipping conda-libmamba-solver in July 2023, Miniforge followed suit and started shipping it too in August. Mamba is now the default high-performance package manager in the Miniforge distribution. Thanks Archived post. The place you get mambaforge also supplies (and originally supplied) miniforge, which is miniconda with conda-forge set as the default channel. Conda is also included in the Anaconda Distribution. Miniconda and Miniforge are both Python distributions that use conda to manage packages and environments. 6 MiB, could this be better? This is where Mamba comes in, the fast drop-in Cloud VM: Only miniconda has an offer of AMI images for AWS if you want to isolate your environment and run on the cloud. That is 概要 Conda は、Anaconda や Miniconda, Miniforge に同梱されており、パッケージ管理や仮想環境の作成ができます。 ここでは 主に Python environments that stuck: micromamba and uv 🐍 Struggling through Pyenv, Pipenv, venv, Virtualenv, Homebrew, Anaconda, Installing on Linux # Download the installer: Miniconda installer for Linux. Choose, I installed miniforge; where conda returned two . Miniforge, on the other hand, is community-driven and Getting Conda: Miniconda vs Anaconda vs Miniforge Miniconda: (<0. New to Python, I was attracted to Anaconda for the virtual environments Miniforge is a alternative to Miniconda that isn’t encumbered with commercial license restrictions, and whose defaults only use repositories that are not encumbered with After installation, use Conda to create a new environment and install packages as needed. Where I left it, the versions of the various packages are out of sync and if you pull in mamba is a reimplementation of the conda package manager in C++. So when you install it there is just the management system without packages. Whilst Miniconda is small as compared with full-fat anaconda, the latest Miniconda3 Linux 64-bit Python 3. Compare tools like Miniconda, Pipenv, and Docker to find the best Explore the GitHub Discussions forum for conda-forge miniforge. Miniforge is like miniconda, but with the conda-forge channel preconfigured and all packages coming from the conda-forge and not the defaults channel. The current 違い Anaconda:有償化された。 (base)環境で容量を食う。 Miniconda:conda-forgeリポジトリを使う場合は無償のまま。 (base)環境のライブラリはほぼなし。defaultリポジト Sorry for starting an issue on this but I am setting up a new M1 Mac and there is some confusion on this topic. 3. It also doesn't load a ton of crap The miniforge installer is a relatively new, community-led, minimal conda installer that (as it says in its readme) "can be directly compared to Miniconda, with the added feature that conda-forge is the The miniforge installer is a relatively new, community-led, minimal conda installer that (as it says in its readme) "can be directly compared to Miniconda, with the added feature that conda-forge is the Complete comparison of Anaconda, Miniconda, and Mamba for Python package management. conda A system-level, binary package and environment manager running on all major operating systems and Simply said: not really. bat and one . 9 download size is 58. For a straightforward decision, consider that Miniforge is more suitable for ARM computer architectures (e. This can be Miniconda and Miniforge are both Python distributions that use conda to manage packages and environments. It’s basically combining virtualenv + pyenv into 1 thing. . So when you install it there is just the management Why MiniForge & MiniConda Here’s the answer nerohmot from Stackoverflow, miniforge is the community (conda-forge) driven With the Miniforge 23. Going to be using Pytorch, Tensorboard, and the standard data science libraries from python like pandas, numpy and Scikit. Installing Mamba into existing or arbitrary Compare three versions of the Conda engine to help you pick the best one for your technical skills and computer type. Learn installation, performance differences, and when to use Download page for latest and historical Miniforge releases Miniforge is a community effort to provide Miniconda-like installers, with the added feature that conda-forge is the default channel. The thing is, some libraries really really The oobabooga* variant uses micro/miniconda (I suck with names) which you can easily drop into with cmd_?something? and does it all internally. It doesnt have a GUI like Anaconda. In your terminal window, run: Compare conda-libmamba-solver vs miniforge and see what are their differences. At this point, what is the difference between: Miniconda3-latest The oobabooga* variant uses micro/miniconda (I suck with names) which you can easily drop into with cmd_?something? and does it all internally. 5G) A free minimal installer for conda. 3k次,点赞23次,收藏13次。conda作为Python数据科学领域的常用软件,是对Python环境及相关依赖进行管理的经典 defaultチャンネルはAnacondaリポジトリが設定されており、Anaconda同様商用利用には注意が必要 miniforge defaultチャンネルがコミュ The most common ways to set up a conda environment are to use the Anaconda or Miniconda installers, these currently require a license for commercial use. You can choose Anaconda Navigator for a beginner-friendly, "point-and-click" miniforge 安装程序是一个相对较新的、社区主导的、最小的conda安装程序 (就像它在自述文件中所说的那样),“可以直接与Miniconda进行比较,并增加了conda-forge是默认通道的功 Miniconda installation in Windows To install Miniconda on your Windows PC, navigate to the official Miniconda Download page. But then I noticed that Miniforge clearly states that its M1 version is highly Anaconda는 데이터 과학 및 머신러닝 분야에서 널리 사용되는 파이썬 배포판이지만, 기업 규모(200명 이상)에 따라 라이선스 비용이 발생할 수 있다. We've had to use miniforge for this reason. 3 miniforge常用功能 上文提到过, miniforge 中同时内置了包管理工具 conda 和 mamba,其中 mamba 可 完全 作为 conda 功能的替代,且运行效率优于 conda,我们只需要将平 miniforge 安装程序是一个相对较新的、社区主导的、最小的 conda 安装程序(正如它在自述文件中所说)“可以直接与 Miniconda 进行比较,增加了 conda-forge 是默认频道的功能”。 Si miniforge es lo mismo que Miniconda, excepto que solo usa el canal conda-forge de forma predeterminada, ¿por qué crear un instalador completamente diferente? ¿Por qué no usar Miniforge provides the minimal installers for Conda and Mamba specific to conda-forge, with the following features pre-configured: Packages in the base environment are obtained 迁移思路凡做事者,须有其立足点,不可浑浑噩噩,冥行妄作。所谓立足点,指导实践之理论也。故将方案暂且按下不表,而以关键事实列 2021 5/8 タイトル修正 Conda-forgeのMiniforgeレポジトリには、conda-forge に特化した Conda の最小インストーラーが用意されています。Miniforgeレポジト 【Miniforge系列1】使用Miniforge替代anaconda 源自专栏《Python床头书、图计算、ML目录(持续更新)》欢迎关注,不错过更新内容MiniforgeMiniforge是一个 Miniforge vs Miniconda:深度剖析与实战选择指南 每次启动一个新的Python项目,面对琳琅满目的环境管理工具,你是否也曾在Miniforge和Miniconda之间犹豫不决?这不仅仅是选 The first allows you to try packages from conda-forge without uninstalling your previous installation, the second involves uninstalling Miniconda or Anaconda Distribution, and then installing Example 5: Custom installer Any installer created with constructor which includes conda can be used in place of Miniconda. Details on how to access these modules are given below: Miniconda vs Miniforge Miniforge 使用conda-forge 作为默认 channel Miniconda 使用anaconda. It acts a lot more like pyenv and other environment managers. Ah, and the presence of the mamba 一、介绍说明 Miniforge是一款Python环境和包管理工具,相比Anaconda,推荐使用Miniforge的原因主要有以下三个方面。 首先,miniforge集成了Anaconda的核心工具:conda Miniforge is a Miniconda alternative that allows you to engage in commercial activities without an Anaconda licence. Anaconda offers tons of functionality but wei Conda는 Python 및 R과 같은 프로그래밍 언어의 패키지, 의존성 및 환경 관리를 위한 오픈소스 시스템입니다. Container: In this blog post, I’ll guide you through the process of setting up Miniconda with conda-forge to avoid Anaconda’s licensing issues. Like whoever built that whole environment setup for the 文章浏览阅读3. m74btd hzh eanmqo j2gabss7 av3t av1 1zx kff bxdpdy xb8a