bunnech
PostDoc at Genentech and Stanford and Incoming Assistant Professor at EPFL in Computer Science and Life Sciences.
EPFLZürich/CH
Pinned Repositories
cellot
Learning Single-Cell Perturbation Responses using Neural Optimal Transport
condot
Supervised Training of Conditional Monge Maps
equidock
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking (ICLR 2022)
graphretro
Learning Graph Models for Retrosynthesis Prediction (NeurIPS 2021)
gwgan
Learning Generative Models across Incomparable Spaces (ICML 2019)
holoprot
Multi-Scale Representation Learning on Proteins (NeurIPS 2021)
jkonet
Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)
phd_thesis
PhD Thesis
pycytominer
Python package for processing image-based profiling data
ott
Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.
bunnech's Repositories
bunnech/cellot
Learning Single-Cell Perturbation Responses using Neural Optimal Transport
bunnech/gwgan
Learning Generative Models across Incomparable Spaces (ICML 2019)
bunnech/phd_thesis
PhD Thesis
bunnech/jkonet
Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)
bunnech/condot
Supervised Training of Conditional Monge Maps
bunnech/equidock
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking (ICLR 2022)
bunnech/graphretro
Learning Graph Models for Retrosynthesis Prediction (NeurIPS 2021)
bunnech/holoprot
Multi-Scale Representation Learning on Proteins (NeurIPS 2021)
bunnech/ott
Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.
bunnech/pycytominer
cytominer python package