|
|
|
|
|
Predicting
gene sequences with AI to study codon
usage patterns
We developed and trained an
mBART model to predict codon sequences used
by an organism to encode a given amino acid
sequence. Our models improve upon
frequency-based predictions using
contemporary AI tools that learn complex
patterns and capture interactions between
codons.
with Tomer Sidi, Shiri
Bahiri-Elitzur, and Tamir Tuller
Accepted to PNAS (2024) pdf, Supplementary_info,
code,
web-server
|
|
|
|
|
|
CyToStruct - External Application
Hooking for Cytoscape
with Sergey Nepomnyachiy and Nir
Ben-Tal install,
Bitbucket
(including source code and demos) and slides
from a workshop Sergey did
CyToStruct is a Cytoscape
app that allows the user to configure scripts for
running external programs. These scripts are
templates, and CyToStruct will inject node/edge
dependent data into these and then pass the script
on to external programs. The application we had in
mind was running molecular viewers that show the
details of nodes and edges. Because CyToStruct is
so general, we can support any molecular viewer
(our demos include four).
|
|
|
VISTAL - A two-dimensional
visualization tool for structural alignments
with Barry Honig download linux
executable, example
VISTAL describes structures as a
series of secondary structure elements, and places
matched residues one on top of each other colored
according to the three-dimensional distance of
their Ca atoms.
|
|
|
|
|