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A4Bio's repositories

SimVP

The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.

Language:Python205 3 16

PiFold

The official implementation of the ICLR'23 paper PiFold: Toward effective and efficient protein inverse folding.

Language:PythonMIT164 4 11

ProteinInvBench

The official implementation of the NeurIPS'23 paper ProteinInvBench: Benchmarking Protein Design on Diverse Tasks, Models, and Metrics

Language:PythonApache-2.0154 3 9

RFold

The official implementation of the ICML'24 paper RFold: Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective..

Language:Python8102

RDesign

The official implementation of the ICLR'24 paper RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design.

Language:Python3304

GraphsGPT

The official implementation of the ICML'24 paper "A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer".

Language:Python2500

DiffSDS

Official implementation of the paper "DiffSDS: A Language Diffusion Model for Protein Backbone Inpainting under Geometric Conditions and Constraints".

Language:Jupyter Notebook11 10

MotifRetro

The official implementation of the paper "MotifRetro: Exploring the Combinability-Consistency Trade-offs in retrosynthesis via Dynamic Motif Editing".

Language:Python1000

PrefixMol

The official implementation of the paper "PrefixMol: Target-and Chemistry-aware Molecule Design via Prefix Embedding".

Language:Python800

ADesigner

The official implementation of the AAAI'24 paper Cross-Gate MLP with Protein Complex Invariant Embedding is A One-Shot Antibody Designer.

Language:Python7 1 3

LightningFlow

A project template using Pytorch-Lightning

Language:Python500