The Lambda
Deep Learning Blog

Published on August 10, 2021 by Michael Balaban

This post shows you how to install TensorFlow & PyTorch (and all dependencies) in under 2 minutes using Lambda Stack, a freely available Ubuntu 20.04 APT ...

Published on October 1, 2019 by Chuan Li

TensorFlow 2 is now live! This tutorial walks you through the process of building a simple CIFAR-10 image classifier using deep learning. In this tutorial, we ...

Published on June 7, 2019 by Chuan Li

Distributed training allows scaling up deep learning task so bigger models can be learned or training can be conducted at a faster pace. In a previous ...

Published on June 6, 2019 by Chuan Li

During training, weights in the neural networks are updated so that the model performs better on the training data. For a while, improvements on the training ...

Published on June 6, 2019 by Chuan Li

This tutorial combines two items from previous tutorials: saving models and callbacks. Checkpoints are saved model states that occur during training. With ...

Published on June 5, 2019 by Chuan Li

This tutorial shows you how to perform transfer learning using TensorFlow 2.0. We will cover:

Published on March 4, 2019 by Stephen Balaban

by Chuan Li, PhD

Published on February 16, 2019 by Stephen Balaban

Update June 5th 2020: OpenAI has announced a successor to GPT-2 in a newly published paper. Checkout our GPT-3 model overview.

Published on February 8, 2019 by Chuan Li

This tutorial is about making a character-based text generator using a simple two-layer LSTM. It will walk you through the data preparation and the network ...