Search Results for "define"

...It offers a framework with built-in feature versioning, lineage, orchestration, monitoring, and governance. Define your features once with Featureform, and we’ll orchestrate your transformation pipelines for both training and inference, across batch and streaming. All transformations and features are searchable, re-usable, and extensible. The days of sending notebooks and datasets over slack is over.

A Machine Learning library written in pure Go designed to support relevant neural architectures in Natural Language Processing. Spago is self-contained, in that it uses its own lightweight computational graph both for training and inference, easy to understand from start to finish. The core module of Spago relies only on testify for unit testing. In other words, it has "zero dependencies", and we are committed to keeping it that way as much as possible. Spago uses a multi-module workspace to...

...Cortex handles many operational challenges associated with deploying AI systems, such as managing dependencies, orchestrating data pipelines, and scaling services under load. Developers can define machine learning pipelines as code using declarative configuration files, which simplifies the process of managing complex ML workflows. The platform supports integration with cloud environments and container orchestration systems so that applications can scale dynamically based on demand. It is designed to help teams focus on building machine learning logic rather than managing infrastructure details.