Book Notes: Handbook of Sikh Theology
My notes from the book ‘Handbook of Sikh Theology’
Uncategorized
RNN, LSTM, GRU and Attention
Dive into the transformative world of neural networks with this comprehensive guide on RNN, LSTM, GRU, and Attention mechanisms. Explore how these models tackle the challenges of sequence prediction, manage long-term dependencies, and revolutionize language processing tasks. This article provides intuitive explanations, detailed visualizations, and contrasts between the architectures to enhance your understanding of their practical applications.
AI in depth
Backpropagation and Automatic Differentiation
This article covers backpropagation in detail and why it is used to train neural networks. Later, we cover how it is implemented practically in machine learning frameworks using Automatic Differentiation.
AI in depth
Policy Gradient Methods
Understand the mathematical foundations and practical applications of optimizing policies directly through gradients, exploring episodic and continuous environments. The piece offers theoretical insights and proofs, illuminating complex concepts like the policy gradient theorem and function approximation.
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What is missing from current NLU systems?
Unsupervised representation learning (both autoregressive and autoencoding) has been highly successful in NLP. So much so that researchers are coming
AI in depth, Paper Review, Uncategorized
Paper Review: Extending Machine Language Models toward Human-Level Language Understanding
Find the paper here. Paper Gist:The paper introduces Integrated Understanding System(IUS) as an effort to make better language understanding models.
life
Let’s talk about stress
Some people are blessed with infinite mental capacity and a body that never tires. I always thought that I was
AI in depth, Paper Review
Paper Review: Essentials of General Intelligence: The Direct Path to Artificial General Intelligence
In this post, I talk about Peter Voss’s paper. I first read about Peter’s theory of mind approach in Chapter
life
How to find your purpose?
What do you want to do with your life? This is a question that each person asks himself/herself at some