Passawis Chaiyapattanaporn
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Blog
SMO: Optimisation without Gram Matrix Inversion
optimisation
Unlike other optimisation algorithm that utilise gradients and require inversion of the Gram matrix, SMO breaks the optimisation into a sequence of analytically solvable…
May 1, 2025
Passawis
Variational Inference
machine learning
statistics
Dec 10, 2024
Passawis
Notes on Agentic AI
language models
machine learning
Aug 6, 2024
Passawis
Protein Language Models
language models
machine learning
science
Jun 10, 2024
Passawis
Language Models
language models
machine learning
Jun 10, 2023
Passawis
Predicting Protein Polypharmacy with Graph Machine Learning
machine learning
graph machine learning
The journey of drug discovery and making it accessible to patients can span a decade, during which it is marked by numerous instances of unsuccessful outcomes. Digital…
May 22, 2023
Passawis
Bayesian Machine Learning
machine learning
statistics
In bayesian approach we stop trying to estimate a single best optimal point for
θ
and say that we know that there many possible
θ
. And we do what is called
…
Jan 20, 2023
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MAP vs MLE
machine learning
statistics
Dec 12, 2022
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Datalog
software engineering
Aug 10, 2022
Passawis
Moore-Penrose Inverse
math
linear algebra
The
Moore-Penrose Pseudoinverse
is a generalisation of the standard matrix inverse, used to solve linear systems that either lack an exact solution or where the matrix is…
Jun 22, 2022
Passawis
Intuition for SVD
math
Singular Value Decomposition (SVD) is a way of breaking down a matrix into simpler parts.
May 22, 2022
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Matrix Inversion
math
In linear algebra, determining whether a matrix is invertible is fundamental for various computations, especially in solving systems of linear equations, transformations.…
May 20, 2022
Passawis
Notes on Algorithms
algorithms
May 22, 2021
Passawis
Compilers Optimisation
compilers
systems
May 22, 2021
Passawis
Theory of Computation
cs theory
Automaton is something inorganic that acts of its own volition. Essentially it just follows a set of rules.
May 22, 2021
Passawis
Multiplicative Group, Euclid Algorithm for GCD
math
group theory
2
20
m
o
d
15
Oct 27, 2020
Passawis
Group Theory Basics
math
group theory
A group is a set of elements, the group has one operation. The group is closed under the operation. Each element has an inverse. Combining the inverse with the element gives…
Oct 26, 2020
Passawis
Server-Side Rendering
webdev
frontend
react
As you know SPA applications are rendered on the client-side. There are a few reasons we want to render our application on the server side. One it helps with SEO. One of the…
Jun 10, 2019
Passawis
Typescript Notes
webdev
frontend
Typescript is a superset of Javascript, meaning that all Javascript are valid Typescript code. We can think of Typescript as giving Javascript types.
Dec 12, 2018
Passawis
React Suspence
webdev
frontend
react
Jan 12, 2018
Passawis
React State Management
webdev
frontend
react
Jun 6, 2017
Passawis
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