anton-bushuiev
PhD student. Machine learning / computational biology 🤖🌱. My second account: @roman-bushuiev
Czech Technical University in PraguePrague
Pinned Repositories
anton-bushuiev
data-repo_plm-finetune-eval
Data repository for "Fine-tuning protein language models boosts predictions across diverse tasks"
MassSpecGym
MassSpecGym: A benchmark for the discovery and identification of molecules
mutils
Mutation utilities for protein design
PPIformer
Learning to design protein-protein interactions with enhanced generalization (ICLR 2024)
PPIRef
Dataset and package for working with protein-protein interactions in 3D
ProteinTTT
Training on test proteins improves fitness, structure, and function prediction
SE3Transformer
Copy from https://github.com/NVIDIA/DeepLearningExamples
DreaMS
DreaMS (Deep Representations Empowering the Annotation of Mass Spectra)
MassSpecGym
MassSpecGym: A benchmark for the discovery and identification of molecules (NeurIPS 2024 Spotlight)
anton-bushuiev's Repositories
anton-bushuiev/PPIRef
Dataset and package for working with protein-protein interactions in 3D
anton-bushuiev/PPIformer
Learning to design protein-protein interactions with enhanced generalization (ICLR 2024)
anton-bushuiev/ProteinTTT
Training on test proteins improves fitness, structure, and function prediction
anton-bushuiev/mutils
Mutation utilities for protein design
anton-bushuiev/SE3Transformer
Copy from https://github.com/NVIDIA/DeepLearningExamples
anton-bushuiev/MassSpecGym
MassSpecGym: A benchmark for the discovery and identification of molecules
anton-bushuiev/data-repo_plm-finetune-eval
Data repository for "Fine-tuning protein language models boosts predictions across diverse tasks"
anton-bushuiev/anton-bushuiev
anton-bushuiev/arctic3d
Automatic Retrieval and ClusTering of Interfaces in Complexes from 3D structural information
anton-bushuiev/biopandas
Working with molecular structures in pandas DataFrames
anton-bushuiev/DiGress
code for the paper "DiGress: Discrete Denoising diffusion for graph generation"
anton-bushuiev/distributed-max-bipartite-subgraph
anton-bushuiev/equiformer-pytorch
Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein folding
anton-bushuiev/esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
anton-bushuiev/GeoPPI-plus-plus
anton-bushuiev/graphein
Protein Graph Library
anton-bushuiev/MuPIPR
anton-bushuiev/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
anton-bushuiev/pytorch_geometric
Graph Neural Network Library for PyTorch
anton-bushuiev/RDE-PPI
:mountain: Rotamer Density Estimator is an Unsupervised Learner of the Effect of Mutations on Protein-Protein Interaction (ICLR 2023)
anton-bushuiev/DreaMS
DreaMS (Deep Representations Empowering the Annotation of Mass Spectra)
anton-bushuiev/flex_ddG_tutorial
anton-bushuiev/mist
Encoding MS/MS spectra using formula transformers for inferring molecular properties
anton-bushuiev/mutils-ICLR2024-rebuttal-
anton-bushuiev/PPIformer-ICLR2024-rebuttal
anton-bushuiev/PPIRef-ICLR2024-rebuttal
anton-bushuiev/Scientific-Programming-in-Julia
Repository for B0M36SPJ
anton-bushuiev/scikit-learn
scikit-learn: machine learning in Python
anton-bushuiev/SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)