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  5. Carton vs cnvrg.io

Carton vs cnvrg.io

OverviewComparisonAlternatives

Overview

cnvrg.io
cnvrg.io
Stacks11
Followers22
Votes0
Carton
Carton
Stacks0
Followers1
Votes0
GitHub Stars425
Forks11

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CLI (Node.js)
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Detailed Comparison

cnvrg.io
cnvrg.io
Carton
Carton

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.

It is a library that lets you run any machine learning (ML) model from any programming language. It wraps existing models and provides a uniform interface for your application to use regardless of the framework the underlying model was implemented in.

Machine Learning Pipelines; AI Library; Open Compute; Dataset Management; Machine Learning Tracking; Machine Learning Model Deployment; Scalable Streaming Endpoints
One open-source API for all frameworks; Does not modify the original model, avoiding error-prone conversion steps
Statistics
GitHub Stars
-
GitHub Stars
425
GitHub Forks
-
GitHub Forks
11
Stacks
11
Stacks
0
Followers
22
Followers
1
Votes
0
Votes
0
Integrations
Apache Spark
Apache Spark
PostgreSQL
PostgreSQL
Kubernetes
Kubernetes
Google BigQuery
Google BigQuery
Python
Python
Amazon S3
Amazon S3
MySQL
MySQL
Keras
Keras
Kafka
Kafka
Red Hat OpenShift
Red Hat OpenShift
WebAssembly
WebAssembly
macOS
macOS
Linux
Linux

What are some alternatives to cnvrg.io, Carton?

Ubuntu

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

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.

Arch Linux

Arch Linux

A lightweight and flexible Linux distribution that tries to Keep It Simple.

TensorFlow

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

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

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

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

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

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

CoreOS

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.

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