Amazon SageMaker Pipelines vs Codeship
Overview
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CLI (Node.js)
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Detailed Comparison
Codeship runs your automated tests and configured deployment when you push to your repository. It takes care of managing and scaling the infrastructure so that you are able to test and release more frequently and get faster feedback for building the product your users need. | It is the first purpose-built, easy-to-use continuous integration and continuous delivery (CI/CD) service for machine learning (ML). With SageMaker Pipelines, you can create, automate, and manage end-to-end ML workflows at scale. |
Run you automated tests | Easily set up Codeship with Github or Bitbucket and trigger your automated tests with a simple push to your repository.; 100 builds & 5 private projects free per month.;Free for OSS.;Configure deployment pipelines | Set up powerful deployment pipelines that let you deploy with ease and confidence multiple times a day.;Notifications | Intelligent notifications and integrations keep your team up-to-date.;SSH debug access | Easily ssh into a debug build to get more insights.;Use your resources to build amazing products. Codeship takes care of managing and scaling your test and delivery infrastructure. | Compose, manage, and reuse ML workflows; Choose the best models for deploying into production; Automatic tracking of models; Bring CI/CD to machine learning |
Statistics | |
Stacks 1.0K | Stacks 7 |
Followers 730 | Followers 4 |
Votes 1.5K | Votes 0 |
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Integrations | |
What are some alternatives to Codeship, Amazon SageMaker Pipelines?
Jenkins
In a nutshell Jenkins CI is the leading open-source continuous integration server. Built with Java, it provides over 300 plugins to support building and testing virtually any project.
Travis CI
Free for open source projects, our CI environment provides multiple runtimes (e.g. Node.js or PHP versions), data stores and so on. Because of this, hosting your project on travis-ci.com means you can effortlessly test your library or applications against multiple runtimes and data stores without even having all of them installed locally.
CircleCI
Continuous integration and delivery platform helps software teams rapidly release code with confidence by automating the build, test, and deploy process. Offers a modern software development platform that lets teams ramp.
TeamCity
TeamCity is a user-friendly continuous integration (CI) server for professional developers, build engineers, and DevOps. It is trivial to setup and absolutely free for small teams and open source projects.
Drone.io
Drone is a hosted continuous integration service. It enables you to conveniently set up projects to automatically build, test, and deploy as you make changes to your code. Drone integrates seamlessly with Github, Bitbucket and Google Code as well as third party services such as Heroku, Dotcloud, Google AppEngine and more.
wercker
Wercker is a CI/CD developer automation platform designed for Microservices & Container Architecture.
GoCD
GoCD is an open source continuous delivery server created by ThoughtWorks. GoCD offers business a first-class build and deployment engine for complete control and visibility.
Shippable
Shippable is a SaaS platform that lets you easily add Continuous Integration/Deployment to your Github and BitBucket repositories. It is lightweight, super simple to setup, and runs your builds and tests faster than any other service.
Buildkite
CI and build automation tool that combines the power of your own build infrastructure with the convenience of a managed, centralized web UI. Used by Shopify, Basecamp, Digital Ocean, Venmo, Cochlear, Bugsnag and more.
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.
