SwiftStack for AI, ML and DL

DarwinAI Generative Synthesis Platform and TensorFlow

While this is technically a press release, there could be something to DarwinAI if it really can increase neural networks performance more than 1600%. We'll... Details
Neural Network 3D Simulation

Neural Network 3D Simulation

Here’s an interesting data visualization of neural networks that have been trained on the MNIST data set. All set to catchy music. Details
Weight Agnostic Neural Networks

Weight Agnostic Neural Networks

Here's an interesting look at weight agnostic neural networks and what problems they solve. Very interesting read. Not all neural network architectures are created equal,... Details
Understanding Neural Networks

Understanding Neural Networks

David Bau, a MIT-IBM Watson AI lab research team member, explains how computers show evidence of learning the structure of the physical world. Details
CNN Confusion Matrix with PyTorch

CNN Confusion Matrix with PyTorch

In this video from deeplizard, learn how to build, plot, and interpret a confusion matrix using PyTorch. They also cover about locally disabling PyTorch gradient... Details
CNN Training Loop Explained

CNN Training Loop Explained

In this episode from deeplizard, learn how to build the training loop for a convolutional neural network using Python and PyTorch. Details
Neural Network Optimization

Neural Network Optimization

Here's a great list of articles covering optimizers, momentum, adaptive learning rates, batch normalization, and more in regards to optimizing neural networks. “The goal is... Details
CNN Output Size Formula

CNN Output Size Formula

In this video, deeplizard debugs the forward method and review the tensor shape transformations as well as the formula to calculate convolution output size. Details
Best Practices for Preparing and Augmenting Image Data for Convolutional Neural Networks

Best Practices for Preparing & Augmenting Images for Convolutional Neural Networks

Here's an interesting tutorial on prepping image data for CNNs. It is challenging to know how to best prepare image data when training a convolutional... Details
Exploring And Attacking Neural Networks with Activation Atlases

Exploring And Attacking Neural Networks with Activation Atlases

Two Minute Papers has a look at neural networks, visualization, and how they really work under the hood. Check out this site to explore the... Details