code - ClearSignal

code

Code samples

NOTES: Retrieval-Augmented Generation for Large Language Models

papers Featured

NOTES: Retrieval-Augmented Generation for Large Language Models

Here is a short compilation of bullet points gathered while reading the paper " Retrieval-Augmented Generation for Large Language Models: A Survey". The authors did a reasonably good job summarizing the landscape of current RAG systems.

Polynomial fitting using Pytorch

Polynomial fitting using Pytorch

Here is a short tutorial on how to fit polynomials using pytorch.

Affine augmentations

Affine augmentations

Old notes on affine augmentations. Enjoy!

SVD

SVD (Singular Value Decomposition) is one of my favorite topics in linear algebra. It's almost magical to factorize any matrix into a product of two orthogonal matrices and a diagonal matrix. Derivation In simple words, any matrix 'A' can be decomposed into a product of 3