John TzolasinAnalytics VidhyaDQN Algorithm: A father-son taleThe Deep Q-Network (DQN) Reinforcement learning algorithm has a surprisingly simple and real life analogy with which it can be explained…Mar 20, 20201Mar 20, 20201
John TzolasTransformer Intuitions (NLP)This short article is an effort to provide for some intuitions on the attention mechanism used as a building block by the Transformer…Oct 3, 2019Oct 3, 2019
John TzolasinAnalytics VidhyaGradient Boost Decomposition = pytorch optimization + sklearn decision tree regressorIn order to understand the Gradient Boosting Algorithm, i have tried to implement it from scratch using pytorch to perform the necessary…Sep 25, 2019Sep 25, 2019