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Tsuda Laboratory's Projects

acp4 icon acp4

AutoCorrelation of Pharmacophore Features

alw_chemts icon alw_chemts

Parallelized ChemTS for the design of molecules that absorb light at long wavelengths

blox icon blox

BoundLess Objective-free eXploration (BLOX) for discovery of out-of-trend materials

bopp icon bopp

Black-box optimization of peptides and proteins

bpbi icon bpbi

Binding pose prediction by best arm identification

bvae-im icon bvae-im

Implementation of "Chemical Design with GPU-based Ising Machine"

chemge icon chemge

Population-based De Novo Molecule Generation, Using Grammatical Evolution

chemts icon chemts

Molecule Design using Monte Carlo Tree Search with Neural Rollout

chemts-torch icon chemts-torch

PyTorch Implementation of ChemTS as a de novo molecule designer

combo icon combo

COMmon Bayesian Optimization

dopbo icon dopbo

Drainable One-Pot Bayesian Optimization

dp-chemts icon dp-chemts

A distributed framework based on Monte Carlo tree search for accelerating molecular discovery.

fmbqm icon fmbqm

The repository is moved to https://github.com/tsudalab/fmqa

fmqa icon fmqa

A trainable Binary Quadratic Model (BQM) as a Factorization Machine (FM)

mcts-rna icon mcts-rna

MCTS-RNA is a computational tool for solving RNA inverse folding problem with controlling the GC-content of the RNA sequence very precisely.

mdts icon mdts

Materials Design by Monte Carlo Tree Search

molslepa icon molslepa

Interpretable Fragment-based Molecule Design with Self-learning Entropic Population Annealing

nmr-ts icon nmr-ts

Molecule identifier from NMR spectrum using de novo molecule generator

pdc icon pdc

Efficient phase diagram construction based on uncertainty sampling

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