Artificial Intelligence

Introduction We are in the midst of a technological revolution. In the last few years, we have seen incredible advances in Artificial Intelligence (AI). This technology is now being applied to all sorts of domains, from Medicine to Manufacturing. There is no doubt that Artificial Intelligence (AI) is becoming increasingly popular and important in our lives. But can AI predict the Stock market? This is a difficult question to answer definitively because there are so…

Simplifying data analysis for everyone — Motivation Pivoting and Grouping operations are fundamental to every typical tabular data analysis process. The pivot_table() and groupby() method stands among one of the most commonly used methods in Pandas. Used primarily for understanding categorical data, Grouping lets you compute statistics for individual groups in the data.

Technology is all about making things faster and easier. Thanks to our computers, we don’t need to do math, design, or experiment when it comes to science. One area that really benefits from the great abilities of computers is nanotechnology. Nanotechnology is working on materials at atomic scales. This…

Exploring DREAM and DREAM-FLUTE by Yuling Gu Trying to understand the complex world around us — and explaining that world and our experience of it to others — is a particularly human trait. Perhaps that’s why, in every known language, there is what is known as figurative language. Figurative language includes things like metaphors…

Is Denoising Diffusion all you need? — The breakthrough in Denoising Diffusion Probabilistic Models (DDPM) happened about 2 years ago. Since then, we observe dramatic improvements in generation tasks: GLIDE, DALL-E 2, Imagen, Stable Diffusion for images, Diffusion-LM in language modeling, diffusion for video sequences, and even diffusion for reinforcement learning. Diffusion might be the biggest trend…