Publications by JJ Allaire
TensorFlow v1.3 Released
The final release of TensorFlow v1.3 is now available. This release of TensorFlow marks the initial availability of several canned estimators, including: DNNClassifier DNNRegressor LinearClassifier LinearRegressor DNNLinearCombinedClassifier DNNLinearCombinedRegressor. The tfestimators package provides a high level R interface for these estimat...
1592 sym R (40 sym/1 pcs)
TensorFlow v1.3 Released
The final release of TensorFlow v1.3 is now available. This release of TensorFlow marks the initial availability of several canned estimators, including: DNNClassifier DNNRegressor LinearClassifier LinearRegressor DNNLinearCombinedClassifier DNNLinearCombinedRegressor. The tfestimators package provides a high level R interface for these estimat...
1592 sym R (40 sym/1 pcs)
Keras for R
We are excited to announce that the keras package is now available on CRAN. The package provides an R interface to Keras, a high-level neural networks API developed with a focus on enabling fast experimentation. Keras has the following key features: Allows the same code to run on CPU or on GPU, seamlessly. User-friendly API which makes it easy t...
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Keras for R
We are excited to announce that the keras package is now available on CRAN. The package provides an R interface to Keras, a high-level neural networks API developed with a focus on enabling fast experimentation. Keras has the following key features: Allows the same code to run on CPU or on GPU, seamlessly. User-friendly API which makes it easy t...
7326 sym R (2551 sym/12 pcs) 4 img 1 tbl
tfruns: Tools for TensorFlow Training Runs
The tfruns package provides a suite of tools for tracking, visualizing, and managing TensorFlow training runs and experiments from R. Use the tfruns package to: Track the hyperparameters, metrics, output, and source code of every training run. Compare hyperparmaeters and metrics across runs to find the best performing model. Automatically genera...
6614 sym R (3104 sym/15 pcs) 14 img
tfruns: Tools for TensorFlow Training Runs
The tfruns package provides a suite of tools for tracking, visualizing, and managing TensorFlow training runs and experiments from R. Use the tfruns package to: Track the hyperparameters, metrics, output, and source code of every training run. Compare hyperparmaeters and metrics across runs to find the best performing model. Automatically genera...
6614 sym R (3104 sym/15 pcs) 14 img
R Interface to Google CloudML
Overview We are excited to announce the availability of the cloudml package, which provides an R interface to Google Cloud Machine Learning Engine. CloudML provides a number of services including: Scalable training of models built with the keras, tfestimators, and tensorflow R packages. On-demand access to training on GPUs, including the new Te...
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RStudio GPU Workstations in the Cloud with Paperspace
We are very pleased to announce the availability of an RStudio TensorFlow template for the Paperspace cloud desktop service. If you don’t have local access to a modern NVIDIA GPU, your best bet is typically to run GPU intensive training jobs in the cloud. Paperspace is a cloud service that provides access to a fully preconfigured Ubuntu 16.04 d...
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