In this article, we will begin with the fundamentals of probability and aim to develop a model capable of predicting future words. Additionally, we will evaluate the model’s effectiveness by defini...

The Nobel Prize in Physics 2024 was awarded jointly to John J. Hopfield and Geoffrey E. Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural netwo...

In the last two posts, we explored the theoretical aspects of tensors and the Einstein summation notation. Now we will use einsum library. Numpy, Pytorch, and TensorFlow all have einsum functionali...

“I have made a great discovery in mathematics; I have suppressed the summation sign every time that the summation must be made over an index which occurs twice…” - Albert Einstein After publishin...

What is a Tensor? This is a question that is usually discussed in mathematics or physics lectures. With the advent of neural networks, we can see its prominence in the field of AI as well. For a ph...