izumi (izumitkh)

izumitkh

Geek Repo

Location:Tokyo, Japan

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izumi's repositories

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AIRS

Artificial Intelligence Research for Science (AIRS)

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awesome-equivariant-network

Paper list for equivariant neural network

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cdvae

An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]

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ControlNet

Let us control diffusion models!

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FTCP

FTCP code

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GeoDiff

Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).

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GeoLDM

Geometric Latent Diffusion Models for 3D Molecule Generation

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gflownet

Generative Flow Networks - GFlowNet

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matminer

Data mining for materials science

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MolDiff

MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation

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ocp

https://opencatalystproject.org/

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rmsd

Calculate Root-mean-square deviation (RMSD) of two molecules, using rotation, in xyz or pdb format

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schnetpack-gschnet

G-SchNet extension for SchNetPack

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