TensorFlow

An open source end-to-end platform for building, training and deploying machine learning models that run in any environment from browsers to mobile and edge devices. It is for developers, data teams and researchers ranging from beginners to experts in businesses and individual use. It is delivered as open source libraries and APIs including Keras, tf.data, TensorFlow.js, LiteRT and TFX with community resources and pre-trained models.

Key features

• Build and train models with Keras API
• Preprocess data with tf.data pipelines
• Train and run models in browser with TensorFlow.js
• Deploy ML on mobile and edge with LiteRT
• Create production ML pipelines with TFX
• Analyze relational data with graph neural networks
• Build recommendation systems with tools
• Access pre-trained models and datasets