What is DeepBIO?
DeepBIO is a user-friendly interpretable deep-learning platform for
biological sequence functional analysis, such as sequence-level
functional prediction and base-wise functional annotation. As for
the sequence-level functional prediction, DeepBIO integrates a total
of 42 state-of-the-art deep-learning approaches, and enables a
one-stop-shop web service for researchers to develop a new deep
learning architecture to answer any biological question. To be
specific, given any biological sequence data, DeepBIO allows to
train and evaluate deep-learning models, conduct model comparison
and optimization, and provide a series of visualization analyses. As
for the base-wise functional site annotation, DeepBIO offers
well-pretrained deep-learning architectures for over 20 functional
site annotation tasks, supports comprehensive interpretations and
graphical visualizations of identified sites, and validates the
reliability of the identified sites by conservation motif analysis.
What is DeepBIO?
DeepBIO is a user-friendly interpretable deep-learning platform for
biological sequence functional analysis, such as sequence-level
functional prediction and base-wise functional annotation. As for
the sequence-level functional prediction, DeepBIO integrates a total
of 42 state-of-the-art deep-learning approaches, and enables a
one-stop-shop web service for researchers to develop a new deep
learning architecture to answer any biological question. To be
specific, given any biological sequence data, DeepBIO allows to
train and evaluate deep-learning models, conduct model comparison
and optimization, and provide a series of visualization analyses. As
for the base-wise functional site annotation, DeepBIO offers
well-pretrained deep-learning architectures for over 20 functional
site annotation tasks, supports comprehensive interpretations and
graphical visualizations of identified sites, and validates the
reliability of the identified sites by conservation motif analysis.
What is DeepBIO?
DeepBIO is a user-friendly interpretable deep-learning platform for
biological sequence functional analysis, such as sequence-level
functional prediction and base-wise functional annotation. As for
the sequence-level functional prediction, DeepBIO integrates a total
of 42 state-of-the-art deep-learning approaches, and enables a
one-stop-shop web service for researchers to develop a new deep
learning architecture to answer any biological question. To be
specific, given any biological sequence data, DeepBIO allows to
train and evaluate deep-learning models, conduct model comparison
and optimization, and provide a series of visualization analyses. As
for the base-wise functional site annotation, DeepBIO offers
well-pretrained deep-learning architectures for over 20 functional
site annotation tasks, supports comprehensive interpretations and
graphical visualizations of identified sites, and validates the
reliability of the identified sites by conservation motif analysis.