0-9

0-1 Loss Function

One of the simplest loss function that is calculated based on accuracy.

this model classified 7 objects correctly (assigned them the correct class labels) and 3 objects incorrectly. So my loss function would return "0" 7 times and "1" 3 times Your 1's become indicators for misclassified items, regardless of how they were misclassified. (could be many classes)

More at:

• https://stats.stackexchange.com/questions/284028/0-1-loss-function-explanation
• https://www.baeldung.com/cs/ai-0-1-loss-function

See also 0-9, Loss Function

01 AI Company

A company founded by Kai-Fu Lee

Models

• Yi - Open-source LLM

More at:

• site - https://01.ai/

3D Autoencoders

A specialized form of two-part neural network that includes an “encoder” and a “decoder.” The encoder transforms the initial data into a smaller depiction. The decoder tries to reconstitute the original data from the depiction, restoring it to its original state.

3D Generative Adversarial Network (3D GAN)

A distinctive architectural framework within the Generative Adversarial Network (GAN) paradigm, specialized for the generation of three-dimensional shapes.