keras3
R Interface to 'Keras'
Interface to 'Keras' https://keras.io, a high-level neural networks API. 'Keras' was developed with a focus on enabling fast experimentation, supports both convolution based networks and recurrent networks (as well as combinations of the two), and runs seamlessly on both CPU and GPU devices.
- Version1.3.0
- R versionR (≥ 4.0)
- LicenseMIT
- Needs compilation?No
- Last release03/03/2025
Documentation
- VignetteCustomizing what happens in 'fit()' with TensorFlow
- VignetteMulti-GPU distributed training with TensorFlow
- VignetteDistributed training with Keras 3
- VignetteThe Functional API
- VignetteGetting Started with Keras
- VignetteIntroduction to Keras for engineers
- VignetteIntroduction to Keras for Researchers
- VignetteMaking new layers and models via subclassing
- VignetteThe Sequential model
- VignetteSave, serialize, and export models
- VignetteTraining & evaluation with the built-in methods
- VignetteTransfer learning & fine-tuning
- VignetteUnderstanding masking & padding
- VignetteWriting a training loop from scratch in TensorFlow
- VignetteWriting your own callbacks
- MaterialNEWS
Team
Tomasz Kalinowski
MaintainerShow author detailsYuan Tang
Martin Studer
Show author detailsRolesContributor, Copyright holderJJ Allaire
Show author detailsRolesAuthor, Copyright holderPosit Software, PBC
Google
Show author detailsRolesCopyright holder, fndWouter Van Der Bijl
Show author detailsRolesContributor, Copyright holderFrançois Chollet
Show author detailsRolesAuthor, Copyright holderSigrid Keydana
Show author detailsRolesContributorDaniel Falbel
Show author detailsRolesContributor, Copyright holder
Insights
Last 30 days
This package has been downloaded 5,567 times in the last 30 days. A solid achievement! Enough downloads to get noticed at department meetings. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 293 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 39,380 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Apr 09, 2025 with 618 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports11 packages
- Suggests13 packages
- Reverse Imports1 package
- Reverse Suggests3 packages