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Platform overview

Code Ocean brings together open-source tools and cloud technology to help Computational Scientists do great research.

Platform architecture

code-ocean-platform-architecture

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Built for bioinformatics

  • Data analysis

    data-analysis

    Data analysis

    Use ready-made template Compute Capsules to analyze your data, develop your data analysis workflow in your preferred language and IDE using any open-source software, and take advantage of built-in containerization to guarantee reproducibility.

  • Data management

    data-management

    Data management

    Manage your organization's data and control who has access to it. Built with FAIR principles in mind, data management in Code Ocan utilizes custom metadata and controlled vocabularies to ensure consistency and improve searchability. 

  • Bioinformatic pipelines

    bioinformatic-pipelines

    Bioinformatic pipelines

    Build, configure and monitor bioinformatics pipelines from scratch using a visual builder for easy set-up. Or, import from nf-core in one click for instant access to a curated set of best practice analysis pipelines. Runs on AWS Batch out of the box, so your pipelines scale automatically. No setup needed.

  • AI and Machine Learning

    AI-MLflow

    AI and Machine Learning

    Code Ocean is uniquely suited for Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI. Install GPU-ready environments and provision GPU resources in a few clicks. Integration with MLFlow allows you to develop models, track parameters, manage models from development to production, while enjoying out-of-the-box reproducibility and lineage.

  • Multiomics

    multiomics

    Multiomics

    Analyze and work with large multimodal datasets efficiently using scalable compute and storage resources, cached packages for R and Python, preloaded multiomics analysis software that works out of the box and full lineage and reproducibility.

  • Image processing

    image-processing

    Image processing

    Process images using a variety of tools: from dedicated desktop applications to custom-written deep learning pipelines, from a few individual files to petabyte-sized datasets. No DevOps required, always with lineage.

  • Cloud management

    cloud-management

    Cloud management

    Code Ocean makes it easy to manage data and provision compute: CPUs, GPUs, and RAM. Assign flex machines and dedicated machines to manage what is available to your users. Spot instances, idleness detection, and automated shutdown help reduce cloud costs.

  • Result provenance

    result-provenance

    Result provenance

    Keep track of all data and results with automated result provenance and lineage graph generation. Assess reproducibility with a visual representation of every Capsule, Pipeline, and Data asset involved in a computation.

data-analysis

Data analysis

Use ready-made template Compute Capsules to analyze your data, develop your data analysis workflow in your preferred language and IDE using any open-source software, and take advantage of built-in containerization to guarantee reproducibility.

data-management

Data management

Manage your organization's data and control who has access to it. Built with FAIR principles in mind, data management in Code Ocan utilizes custom metadata and controlled vocabularies to ensure consistency and improve searchability. 

bioinformatic-pipelines

Bioinformatic pipelines

Build, configure and monitor bioinformatics pipelines from scratch using a visual builder for easy set-up. Or, import from nf-core in one click for instant access to a curated set of best practice analysis pipelines. Runs on AWS Batch out of the box, so your pipelines scale automatically. No setup needed.

AI-MLflow

AI and Machine Learning

Code Ocean is uniquely suited for Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI. Install GPU-ready environments and provision GPU resources in a few clicks. Integration with MLFlow allows you to develop models, track parameters, manage models from development to production, while enjoying out-of-the-box reproducibility and lineage.

multiomics

Multiomics

Analyze and work with large multimodal datasets efficiently using scalable compute and storage resources, cached packages for R and Python, preloaded multiomics analysis software that works out of the box and full lineage and reproducibility.

image-processing

Image processing

Process images using a variety of tools: from dedicated desktop applications to custom-written deep learning pipelines, from a few individual files to petabyte-sized datasets. No DevOps required, always with lineage.

cloud-management

Cloud management

Code Ocean makes it easy to manage data and provision compute: CPUs, GPUs, and RAM. Assign flex machines and dedicated machines to manage what is available to your users. Spot instances, idleness detection, and automated shutdown help reduce cloud costs.

result-provenance

Result provenance

Keep track of all data and results with automated result provenance and lineage graph generation. Assess reproducibility with a visual representation of every Capsule, Pipeline, and Data asset involved in a computation.

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