Jason Chin – Medium

Jason Chin

Jason Chin

An experiment using Rust + HTMX for SPA (Single Page Application)

Introduction

May 18

An experiment using Rust + HTMX for SPA (Single Page Application)

May 18

Jason Chin

A Simple Creature Learning Generative Diffusion Model

Picture this: a creature exists that can only perceive images made up of a grand total of two pixels, each in one of sixteen glorious…

Jan 17

A Simple Creature Learning Generative Diffusion Model

Jan 17

Jason Chin

Why Do Contigs Break in a Genome Assembly?

Human Genome Reference Remains Incomplete

Jun 7, 2020

Why Do Contigs Break in a Genome Assembly?

Jun 7, 2020

Jason Chin

Constructing A Graph for Genome Comparison Swiftly

Introduction

Nov 4, 2019

Constructing A Graph for Genome Comparison Swiftly

Nov 4, 2019

Jason Chin
in
Towards Data Science

Deep Learning Approach for Separating Fast and Slow Components

Some Background

Jan 20, 2019

Deep Learning Approach for Separating Fast and Slow Components

Jan 20, 2019

Jason Chin

DCNet — Denoising (DNA) Sequence With a LSTM-RNN and PyTorch

Can we construct an error free consensus sequence from a set of noisy sequences using a neural network?

Mar 28, 2018

DCNet — Denoising (DNA) Sequence With a LSTM-RNN and PyTorch

Mar 28, 2018

Jason Chin
in
Towards Data Science

Simple Convolutional Neural Network for Genomic Variant Calling with TensorFlow

AI/Machine Learning in Biotech Startups

Jul 16, 2017

Simple Convolutional Neural Network for Genomic Variant Calling with TensorFlow

Jul 16, 2017

Jason Chin

From Boltzmann’s Atoms to “Knowledge Atoms”

“In 1904 at a physics conference in St. Louis most physicists seemed to reject atoms and he was not even invited to the physics section.” —…

Mar 11, 2017

From Boltzmann’s Atoms to “Knowledge Atoms”

Mar 11, 2017

Jason Chin
in
Intuition Machine

Some Thoughts about “Deep Unsupervised Learning using Nonequilibrium Thermodynamics”

I have downloaded this paper “Deep Unsupervised Learning using Nonequilibrium Thermodynamics” for while but only read it through today. The…

Feb 28, 2017

Some Thoughts about “Deep Unsupervised Learning using Nonequilibrium Thermodynamics”

Feb 28, 2017

Jason Chin

E.T. Jaynes’ “Information Theory and Statistical Mechanics”

“Information Theory and Statistical Mechanics” is the title of a paper that E.T. Jaynes published about 60 years ago. (Official journal…

Feb 22, 2017

E.T. Jaynes’ “Information Theory and Statistical Mechanics”

Feb 22, 2017

Jason Chin

Jason Chin

Common thing in the following subjects: physics, computation, bioinformatics, systems bio., software, engineering? -- A curious mind. The opinions are my own.

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