Generative Models
4 posts
Machine Learning for Finance
members
Synthetic Financial Data with Generative Adversarial Networks (GANs)
In order to overcome the limitations of data scarcity, privacy, and costs, GANs for generating synthetic financial data may be essential in the adoption of AI.…
Deep Learning
members
An Introduction to DeepDream with TensorFlow 2.0
DeepDream is a powerful computer vision algorithm that uses a convolutional neural network to find and enhance certain patterns in images.…
Generative Models
members
What are Generative Adversarial Networks (GANs)?
The idea of GANs is that we have two neural networks, a generator and a discriminator, which learn from each other to generate realistic samples from data.…
Generative Models
members
Generative Modeling: What is a Variational Autoencoder (VAE)?
Variational autoencoders combine techniques from deep learning and Bayesian machine learning, specifically variational inference.…