Arch Linux vs cnvrg.io

Overview

Arch Linux

Stacks562

Followers555

Votes108

cnvrg.io

Stacks11

Followers22

Votes0

Arch Linux vs cnvrg.io: What are the differences?

Arch Linux: A lightweight and flexible Linux distribution that tries to Keep It Simple. A lightweight and flexible Linux distribution that tries to Keep It Simple; cnvrg.io: An end-to-end machine learning platform to build and deploy AI models at scale. It is an AI OS, transforming the way enterprises manage, scale and accelerate AI and data science development from research to production. The code-first platform is built by data scientists, for data scientists and offers unrivaled flexibility to run on-premise or cloud.

Arch Linux can be classified as a tool in the "Operating Systems" category, while cnvrg.io is grouped under "Machine Learning Tools".

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Advice on Arch Linux, cnvrg.io

Simon

Developer Advocate at k6 / Load Impact

Mar 7, 2020

Decided

At the moment of the decision, my desktop was the primary place I did work. Due to this, I can't have it blow up on me while I work. While Arch is interesting and powerful, Ubuntu offers (at least for me) a lot more stability and lets me focus on other things than maintaining my own OS installation.

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Detailed Comparison

Arch Linux	cnvrg.io
A lightweight and flexible Linux distribution that tries to Keep It Simple.	It is an AI OS, transforming the way enterprises manage, scale and accelerate AI and data science development from research to production. The code-first platform is built by data scientists, for data scientists and offers unrivaled flexibility to run on-premise or cloud.
-	Machine Learning Pipelines; AI Library; Open Compute; Dataset Management; Machine Learning Tracking; Machine Learning Model Deployment; Scalable Streaming Endpoints
Statistics
Stacks 562	Stacks 11
Followers 555	Followers 22
Votes 108	Votes 0
Pros & Cons
Pros 17 Large Community 15 Package Manager 13 Customizable 12 Rolling Release 11 Bleeding Edge Cons 4 Systemd only 3 Only X86_64 architecture is offically supported 1 Unstable 1 System maintenance 1 No Guided Installation	No community feedback yet
Integrations
No integrations available	Apache Spark PostgreSQL Kubernetes Google BigQuery Python Amazon S3 MySQL Keras Kafka Red Hat OpenShift

What are some alternatives to Arch Linux, cnvrg.io?

Ubuntu

Ubuntu is an ancient African word meaning ‘humanity to others’. It also means ‘I am what I am because of who we all are’. The Ubuntu operating system brings the spirit of Ubuntu to the world of computers.

Debian

Debian systems currently use the Linux kernel or the FreeBSD kernel. Linux is a piece of software started by Linus Torvalds and supported by thousands of programmers worldwide. FreeBSD is an operating system including a kernel and other software.

TensorFlow

TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

Fedora

Fedora is a Linux-based operating system that provides users with access to the latest free and open source software, in a stable, secure and easy to manage form. Fedora is the largest of many free software creations of the Fedora Project. Because of its predominance, the word "Fedora" is often used interchangeably to mean both the Fedora Project and the Fedora operating system.

Linux Mint

The purpose of Linux Mint is to produce a modern, elegant and comfortable operating system which is both powerful and easy to use.

CentOS

The CentOS Project is a community-driven free software effort focused on delivering a robust open source ecosystem. For users, we offer a consistent manageable platform that suits a wide variety of deployments. For open source communities, we offer a solid, predictable base to build upon, along with extensive resources to build, test, release, and maintain their code.

Linux

A clone of the operating system Unix, written from scratch by Linus Torvalds with assistance from a loosely-knit team of hackers across the Net. It aims towards POSIX and Single UNIX Specification compliance.

scikit-learn

scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.

CoreOS

It is designed for security, consistency, and reliability. Instead of installing packages via yum or apt, it uses Linux containers to manage your services at a higher level of abstraction. A single service's code and all dependencies are packaged within a container that can be run on one or many machines.

PyTorch

PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.