Serge MankovskiWhat if the story about Adam and Eve was the story of singularity?Isn’t it ironic?Sep 12, 20191Sep 12, 20191
Serge MankovskiGPT-2 774M vs. 1.5B OpenGPT-2: A poetry competition out of the boxOpenGPT-2 team of two grad students from Brown published a 1.5B parameter language model trained re-implementing the published paper. The…Sep 3, 2019Sep 3, 2019
Serge MankovskiClarity of randomness: the surprise in a random bacterial genome sampleSpoiler: A random 16K sample of the bacterial genome sequence is enough to identify the genus of the sample with over 97% accuracy.Aug 14, 2019Aug 14, 2019
Serge MankovskiExploration of dna2vec embedding space of bacterial genomesSpoiler: It might be possible to use latent representations of genomic sequences for building phylogenomic treesAug 11, 2019Aug 11, 2019
Serge MankovskiBuilding Bacterial Genome Language ModelBacterial genome does seem to have a language to it, and this language is shared across large number of genomes from bacterial kingdom.Apr 28, 2019Apr 28, 2019