TiDE: the ‘embarrassingly’ simple MLP that beats Transformers
A deep exploration of TiDE, its implementation using Darts and a real life use case comparison with DeepAR (a Transformer architecture)As industries continue to evolve, the importance of an accurate forecasting becomes a non-negotiable asset wether you work in e-commerce, healthcare, retail or even in agriculture. The importance of being able to foresee what comes next and plan accordingly to overcome future challenges is what can make you ahead of competition and thrive in an economy where margins are tight and the…