PyTorch 1.0: Now and in the Future

PyTorch 1.0: Now and in the Future

Adam Paszke speaks at PyData Warsaw 2018 about PyTorch, one of the main tools used for machine learning research. It’s been developed in beta mode... Details
Hosting a C# SPA App as a Static Website in Azure Storage

Hosting a C# SPA App as a Static Website in Azure Storage

Jeremy Likness joins Donovan Brown to show how Blazor enables C# and .NET SPA (single page application) apps to run in all modern browsers, even... Details
Fathoming the Deep in Deep Learning – A Practical Approach

Fathoming the Deep in Deep Learning – A Practical Approach

Here's a great guide for those getting into deep learning and its mathematical underpinnings. Deep in ‘Deep Learning’ is elusive yet approachable with a bit... Details
Chris Lattner: Compilers, LLVM, Swift, TPU, and ML Accelerators

Chris Lattner: Compilers, LLVM, Swift, TPU, and ML Accelerators

Lex Fridman lands another top notch interview. Chris Lattner is a senior director at Google working on several projects including CPU, GPU, TPU accelerators for... Details
Can Uber’s Ludwig help the use of deep learning without code?

Can Uber’s Ludwig Apply Deep Learning Without Code?

Deep Learning has enabled all sorts of innovations, but what would happen if more people (ie. non developers & ML engineers) had access to this... Details
TensorFlow Vs PyTorch: Top 10 Differences Between The Two ML Libraries

TensorFlow vs PyTorch: Top 10 Differences

This article from Analytics India Magazine lists 10 comparisons between the two top deep learning frameworks: PyTorch and TensorFlow. Libraries play an important role when... Details
Forward Propagation Explained

Forward Propagation Explained

In this video, deeplizard shows how to use a convolutional neural network (CNN) to generate an output prediction tensor from a sample image of a... Details
Is Deep Learning Just Neural Networks on Steroids?

Is Deep Learning Just Neural Networks on Steroids?

Here's an interesting and skeptical walk through of neural networks vs deep neural networks and what, if anything, makes them different. Here's an  excerpt: The... Details
Reinforcement Learning: Track to true Artificial Intelligence

Reinforcement Learning: Track to True Artificial Intelligence

Here's an insightful blog post on the future of RL (reinforcement learning): Deep RL and why it's going to be revolutionary. Until few years back,... Details
PyTorch CNN Forward Method

PyTorch CNN Forward Method

Here’s a great video on how to implement the forward method for a convolutional neural network (CNN) in PyTorch. Details