Code Ocean
Code Ocean provides a computational science platform designed for R&D in the life sciences, offering a collaborative, reproducible, and scalable environment. It allows users to set up environments, provision compute resources, run pipelines, and manage ML models. The platform emphasizes traceability, compliance, and reproducibility, integrating seamlessly into existing cloud architectures. Key features include Compute Capsules for encapsulating code, data, and environments; Pipelines for automating and scaling computational work; Data management; ML Models with native MLflow integration; and a Lineage Graph for automated provenance tracking. Code Ocean aims to address challenges in scientific research such as manual processes, collaboration difficulties, and the need for consistent reproducibility.
Code Ocean
Code Ocean provides a computational science platform designed for R&D in the life sciences, offering a collaborative, reproducible, and scalable environment. It allows users to set up environments, provision compute resources, run pipelines, and manage ML models. The platform emphasizes traceability, compliance, and reproducibility, integrating seamlessly into existing cloud architectures. Key features include Compute Capsules for encapsulating code, data, and environments; Pipelines for automating and scaling computational work; Data management; ML Models with native MLflow integration; and a Lineage Graph for automated provenance tracking. Code Ocean aims to address challenges in scientific research such as manual processes, collaboration difficulties, and the need for consistent reproducibility.
