#tensorflow tag

Randomness As Defined by Machine Learning's Most Popular Language

TensorFlow's tf.random.Generator allows independent random-number streams with state management.

Miscellaneous

How to Save and Load TensorFlow Models | HackerNoon

Checkpoints save parameter values, while the SavedModel format includes model computation descriptions for deployment.

TensorFlow's Experimental NumPy Interface Brings Familiarity to Deep Learning

TensorFlow implements a subset of the NumPy API, allowing the execution of NumPy code with acceleration from TensorFlow, providing access to all TensorFlow’s APIs.

Python

#type-promotion

Python

Improvements in TensorFlow Type Promotion Reduce Bit-Widening Risks | HackerNoon

11 months ago

Web frameworks

Your One-Stop Guide to All the Type Promotion Changes in TensorFlow 2.15 | HackerNoon

Python

Improvements in TensorFlow Type Promotion Reduce Bit-Widening Risks | HackerNoon

11 months ago

Web frameworks

Your One-Stop Guide to All the Type Promotion Changes in TensorFlow 2.15 | HackerNoon

more#type-promotion

Optimizing Machine Learning Models with Precise Gradient Management in TensorFlow | HackerNoon

Controlling gradient recording in TensorFlow enables users to specify which variables are monitored by the GradientTape, enhancing efficiency during complex operations.

Python

2 weeks ago

TensorFlow Sparse Tensors Explained With Examples

Sparse tensors in TensorFlow optimize storage and processing of tensors with many zero values.

Scala

tf.distribute 101: Training Keras on Multiple Devices and Machines

The article focuses on synchronous data parallelism techniques for training models efficiently across multiple devices using minimal code changes.

#keras

Running

How to Write Custom Training Loops in Keras with GradientTape | HackerNoon

Exercise

Keep Keras fit() and Train Your Model Your Way | HackerNoon

Running

How to Write Custom Training Loops in Keras with GradientTape | HackerNoon

Exercise

Keep Keras fit() and Train Your Model Your Way | HackerNoon

Python

How to Define, Save, and Restore Models in TensorFlow | HackerNoon

Python

How to Train a Linear Regression Model in TensorFlow | HackerNoon

Python

How to Define, Save, and Restore Models in TensorFlow | HackerNoon

Python

How to Train a Linear Regression Model in TensorFlow | HackerNoon

more#machine-learning

1 year ago

The HackerNoon Newsletter: The Double Life of a TensorFlow Function (6/4/2025) | HackerNoon

AI companions are a multi-billion dollar industry, transforming from fantasy to reality.

Reinforcement Learning shapes technology and innovation through its simple yet impactful concept.

Loops, Conditionals & AutoGraph: Writing Graph-Friendly TensorFlow Code | HackerNoon

AutoGraph simplifies Python code for TensorFlow, enabling easier control flow.

If TensorFlow Had a Brain, It Would Be Made of Graphs | HackerNoon

Graph execution in TensorFlow improves model performance and supports portability by using tf.Graph, optimizing computations, and enabling execution outside of Python.

Marketing tech

2 years ago

The HackerNoon Newsletter: There's No TensorFlow Without Tensors (5/19/2025) | HackerNoon

Twitter is throttling links to Patreon and WhatsApp, impacting traffic.

A new AI model, Chameleon, enhances the integration of text and images, surpassing existing models.

TensorFlow fundamentals are essential for understanding modern AI applications.