tfestimators

The tfestimators package provides an R interface to TensorFlow Estimators, a high-level API for building and deploying machine learning models. It enables R users to work with TensorFlow’s Estimator framework for creating linear models, deep neural networks, and custom model architectures.

This package offers pre-built implementations of common model types, a framework for defining custom estimators, and support for distributed training and hyperparameter tuning through the Experiment API. Models can be deployed standalone without requiring an R runtime, making them suitable for production environments. The package bridges R and TensorFlow’s ecosystem, allowing data scientists to leverage TensorFlow’s capabilities while working in R.