Software
People
Events
- Cheatsheets
- Videos
Blog

People

External Contributor

François Chollet

Posts and resources by François Chollet#

blog post

A copy of Deep Learning with R, Third Edition, shown at an angle on a light green background.

Jun 9, 2026

Deep Learning with R, 3rd Edition

Deep Learning with R, Third Edition is now available in print and online, covering Keras 3, modern pretrained models, Transformers, diffusion models, and practical deep learning workflows in R

Tomasz Kalinowski, François Chollet

blog post

Time Series Forecasting with Recurrent Neural Networks

Dec 20, 2017

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 demonstrate all three concepts on a temperature-forecasting problem, where you have access to a time series of data points coming from sensors installed on the roof of a building

François Chollet, JJ Allaire

blog post

Image Classification on Small Datasets with Keras

Dec 14, 2017

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 this problem including feature extraction and fine tuning from a pretrained network

François Chollet, JJ Allaire

blog post

Deep Learning for Text Classification with Keras

Dec 7, 2017

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 Deep Learning with R, you’ll learn to classify movie reviews as positive or negative, based on the text content of the reviews

François Chollet, JJ Allaire

Open source software and tools for data science.

Navigate

Software
People
Events
Resources
Blog
About

Learn

Posit.co
About Posit
Support
GitHub
Subscribe

Connect

GitHub Mastodon Bluesky LinkedIn YouTube RSS Feeds Plausible

Privacy Code of Conduct

Filter by Type

|

Software

(0)

People

(0)

Events

(0)

Resources

(0)

Blog

(0)

Other

(0)

Searching...

Type to search

No results found

↑↓ Navigate

↵ Select

ESC Close