Aleksei Rozanov

Plotting surface of error in 3D using PyTorch🔥 Aleksei Rozanov · Follow Published in Towards Data Science · 6 min read · 13 hours ago — Image by author. In my senior year of undergrad, like many other students, I had to choose a topic for my bachelor’s thesis. My major was hydrometeorology, so I initially considered researching a problem related to climate modeling. Fortunately, my advisor, Dr. Gribanov, suggested exploring a completely new direction

Building GANs from scratch in python Aleksei Rozanov · Follow Published in Towards Data Science · 12 min read · 22 hours ago — Photo by Michael & Diane Weidner on Unsplash The idea of Generative Adversarial Networks, or GANs, was introduced by Goodfellow and his colleagues [1] in 2014, and shortly after that became extremely popular in the field of computer vision and image generation. Despite the last 10 years of rapid development within