Jason ChinA Simple Creature Learning Generative Diffusion ModelPicture 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 171Jan 171
Jason ChinWhy Do Contigs Break in a Genome Assembly?Human Genome Reference Remains IncompleteJun 7, 20202Jun 7, 20202
Jason ChininTowards Data ScienceDeep Learning Approach for Separating Fast and Slow ComponentsSome BackgroundJan 20, 20191Jan 20, 20191
Jason ChinDCNet — Denoising (DNA) Sequence With a LSTM-RNN and PyTorchCan we construct an error free consensus sequence from a set of noisy sequences using a neural network?Mar 28, 2018Mar 28, 2018
Jason ChininTowards Data ScienceSimple Convolutional Neural Network for Genomic Variant Calling with TensorFlowAI/Machine Learning in Biotech StartupsJul 16, 20177Jul 16, 20177
Jason ChinFrom 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, 2017Mar 11, 2017
Jason ChininIntuition MachineSome 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, 2017Feb 28, 2017
Jason ChinE.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, 2017Feb 22, 2017