Aayush Neupane
Aayush Neupane
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Attention is all you need (Oversimplified)
This post describes transformer’s architecture focusing on the self-attention mechanism.
Deep Learning
,
NLP
Create Your Own Unix Like Shell
This post describes how you implement your own unix like shell from scratch accessing system calls through c programmig language
Linux
Intuitive explanation of Conditional Probability and Bayes theorem
This post descirbes how we can intuitively understand conditional probability and bayes theorem in terms of area
Mathematics
Neural Machine translation using encoder-decoder with attention
This post describes encoder decoder architecture for NMT along with attention mechanism
NLP
Python Profiling and Optimization
This post describes basics of optimzation and profiling in python
Python
,
Programming
RNN as an encoder
This post descirbes how we can how we can use pytorch’s implementation of RNN to encode sequential data
NLP