Time Series Forecasting with Recurrent Neural Networks
In this post, we'll review three advanced techniques for improving the performance and generalization power of recurrent neural networks. We'll demons…
Category: Uncategorized
Image Classification on Small Datasets with Keras
Having to train an image-classification model using very little data is a common situation, in this article we review three techniques for tackling th…
Deep Learning for Text Classification with Keras
Two-class classification, or binary classification, may be the most widely applied kind of machine-learning problem. In this excerpt from the book Dee…
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.
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…
TensorFlow Estimators
The tfestimators package is an R interface to TensorFlow Estimators, a high-level API that provides implementations of many different model types incl…
