A unified methodology for scheduling workflows, managing data, and offloading to GPUs.
Using the keras TensorFlow abstraction library, the method is simple, easy to implement, and often produces surprisingly good results.
Analytical frameworks come with an entire ecosystem.
How to build and train a DCGAN to generate images of faces, using a Jupyter Notebook and TensorFlow.
Using advanced neural networks to tackle challenging natural language tasks.
Building convnets from scratch with TensorFlow and TensorBoard.
A look at the Layer API, TFLearn, and Keras.
Artificial intelligence is emerging as a creative force; in the process, it reveals something of itself.
Generate new images and fix old ones using neural networks.
How to build a class of RL agents using a TensorFlow notebook.
Using neural networks to explore natural language.
A closer look at the reasoning inside your deep networks.
How to build and train an image caption generator using a TensorFlow notebook.