Blog | Transcendent AI

Mar 268 min read

A Brief Introduction to Mixtures-of-Experts

In this article, we will explore the Mixture-of-Experts (MoE) and discuss the idea behind the gating mechanism used by the Sparse MoE.

Mar 1511 min read

Deploying Machine Learning Models with FastAPI and Docker

In this article, we will see how we can leverage FastAPI and Docker to build a wrapper REST API around ML models and deploy it.

Mar 89 min read

Variational Autoencoders: Intuitions and Math

In this article we will explore variational autoencoders in terms of the intuition behind them and the math needed to train them.

Feb 288 min read

A Brief Overview of Diffusion Models and Their Applications

In this article we will go through a brief review of diffusion models, how they work, what their usages are and what are the existing tools.

Feb 2211 min read

Practical Machine Learning for Industry

In this article I'll share with you some advice based on personal experience when doing practical machine learning for the industry.

Feb 1611 min read

Keeping Track of Experiments with MLFlow

This article introduces MLFlow and shows you how this great tool can help you boost your productivity in an experimentation environment.