Downloadable computer programs using artificial intelligence for data scientists and engineers working in machine learning (ML) and deep learning (DL). The Neu.ro computer software platform orchestrates, automates and manages the entire lifecycle of ML development and deployment. The Neu.ro computer software platform integrates virtually every toolset, framework, library and software development kit (SDK) needed for ML engineering, including both open source and proprietary software compatible with the Kubernetes system. The Neu.ro computer software platform can be installed and run in nearly any computational environment suitable for ML engineering, including public cloud, private cloud, hybrid cloud and Onprem. The Neu.ro computer software platform Command Line Interface (CLI) is a downloadable component of the platform that can be installed by a user. The CLI allows for advance platform operations. The Neu.ro computer software platform manages all resources, processes and computation infrastructure common in ML engineering. The Neu.ro computer software platform manages users and access, and storage of all ML assets including data, ML code, ML models, and ML artifacts. The Neu.ro computer software platform allows for remote collaboration of distributed teams while maintaining security perimeters of these computation environments. The platform currently has three user interfaces including a CLI, a web-based interface and an Application Protocol Interface (API). The Neu.ro computer software platform materially improves the performance of ML engineer teams, reducing time to market, overhead costs, and costs of training computational power, while empowering the next level of collaboration for remote workforces. The Neu.ro computer software platform as a service is a subscription-based service available for purchase at www.neu.ro which also contains a downloadable and installable CLI component

Platform as a service (PAAS) featuring computer software platforms for data scientists and engineers working in machine learning (ML) and deep learning (DL). The Neu.ro computer software platform orchestrates, automates and manages the entire lifecycle of ML development and deployment. The Neu.ro computer software platform integrates virtually every toolset, framework, library and software development kit (SDK) needed for ML engineering, including both open source and proprietary software compatible with the Kubernetes system. The Neu.ro computer software platform can be installed and run in nearly any computational environment suitable for ML engineering, including public cloud, private cloud, hybrid cloud and Onprem. The Neu.ro computer software platform Command Line Interface (CLI) is a downloadable component of the platform that can be installed by a user. The CLI allows for advance platform operations. The Neu.ro computer software platform manages all resources, processes and computation infrastructure common in ML engineering. The Neu.ro computer software platform manages users and access, and storage of all ML assets including data, ML code, ML models, and ML artifacts. The Neu.ro computer software platform allows for remote collaboration of distributed teams while maintaining security perimeters of these computation environments. The platform currently has three user interfaces including a CLI, a web-based interface and an Application Protocol Interface (API). The Neu.ro computer software platform materially improves the performance of ML engineer teams, reducing time to market, overhead costs, and costs of training computational power, while empowering the next level of collaboration for remote workforces. The Neu.ro computer software platform as a service is a subscription-based service available for purchase at www.neu.ro which also contains a downloadable and installable CLI component