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@devalab Deva Lab

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    37 repositories

    • MolGPT2.0

      Public
      Jupyter Notebook
      •0•3•0•0•Updated Aug 4, 2026Aug 4, 2026

    • PL-Affinity-PLAS-20k

      Public
      Synthetic Data for More Accurate Deep Learning Models in Molecular Science: A Test Case of Protein-Ligand Binding Affinity Prediction
      Jupyter Notebook
      •0•0•0•0•Updated Jul 3, 2026Jul 3, 2026

    • matgpt

      Public
      Python
      •1•0•0•0•Updated Jun 6, 2026Jun 6, 2026

    • MambaDDI

      Public
      Python
      •0•0•0•0•Updated Jun 2, 2026Jun 2, 2026

    • GraphDDI

      Public
      Graph neural network for drug-drug interaction prediction from SMILES (AIiH 2024, LNCS 14812)
      cheminformaticsddipytorch
      cheminformaticsddipytorchdrug-discoverysmilesdrug-drug-interactionpytorch-geometricgnngraph-neural-networkpna
      Python
      •
      MIT License
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • H3ACE-workshop-2026

      Public
      Jupyter Notebook
      •0•0•0•0•Updated May 22, 2026May 22, 2026

    • ML_GUT

      Public
      Hybrid and baseline machine learning models for prediction of diseases from gut-microbiota.
      Jupyter Notebook
      •0•0•0•0•Updated Apr 23, 2026Apr 23, 2026

    • PLAS-HES-5k

      Public
      A dataset for the decoys of protein-ligand binding, useful for training machine learning models.
      Python
      •0•0•0•0•Updated Mar 26, 2026Mar 26, 2026

    • ML4Science-2025-Workshop

      Public
      Workshop Notebooks for ML4Science
      Jupyter Notebook
      •2•5•0•0•Updated Dec 19, 2025Dec 19, 2025

    • BenchIDPs

      Public
      Codes related to simulation and analyses of intrinsically disordered proteins with different combinations of force field and water models.
      Python
      •0•0•0•0•Updated May 20, 2025May 20, 2025

    • DeepPocket

      Public
      Ligand Binding Site detection using Deep Learning
      Python
      •
      MIT License
      •31•121•4•1•Updated May 6, 2025May 6, 2025

    • SynFormer

      Public
      An encoder-decoder transformer model that models retrosynthetic analysis along with novel metrics for evaluation.
      Jupyter Notebook
      •
      MIT License
      •0•4•0•0•Updated Jan 23, 2025Jan 23, 2025

    • BiRDS

      Public
      Perl
      •4•7•0•0•Updated Nov 23, 2024Nov 23, 2024

    • ml4science_tut

      Public
      ML for Science Tutorials
      Jupyter Notebook
      •4•9•2•3•Updated Jul 25, 2024Jul 25, 2024

    • Spectra2Structure

      Public
      Jupyter Notebook
      •2•3•1•0•Updated Jul 6, 2024Jul 6, 2024

    • MolOpt

      Public
      Python
      •2•0•0•0•Updated Jun 16, 2024Jun 16, 2024

    • MeGen

      Public
      Python
      •3•0•0•0•Updated Jun 11, 2024Jun 11, 2024

    • MoleGuLAR

      Public
      Repository for MoleGuLAR: Molecule generation using Reinforcement Learning and Alternating Rewards
      Jupyter Notebook
      •7•26•1•0•Updated May 18, 2024May 18, 2024

    • TorRNA

      Public
      Improved prediction of Torsion angles of RNA by leveraging large language models
      Jupyter Notebook
      •0•2•0•0•Updated May 15, 2024May 15, 2024

    • AI3

      Public
      Python
      •1•10•1•0•Updated Mar 27, 2024Mar 27, 2024

    • SwinFUSE

      Public
      Official code for SwinFUSE to be presented in Self-supervised Modality-agnostic Pre-training Of Swin Transformers at ISBI'24
      Jupyter Notebook
      •1•8•1•0•Updated Feb 20, 2024Feb 20, 2024

    • Apobind

      Public
      Apo structures for protein-ligand complexes in PDBbind V. 2019
      Python
      •0•7•1•0•Updated Jan 23, 2024Jan 23, 2024

    • DeepSPInN

      Public
      A framework that predicts the molecular structure when given Infrared and 13C Nuclear magnetic resonance spectra without referring to any pre-existing spectral …
      Jupyter Notebook
      •1•10•0•0•Updated Jan 17, 2024Jan 17, 2024

    • molgpt

      Public
      Python
      •
      MIT License
      •57•176•21•1•Updated Jul 15, 2023Jul 15, 2023

    • Enhanced-MoleGuLAR

      Public
      Repository for MoleGuLAR: Molecule generation using Reinforcement Learning and Alternating Rewards
      Jupyter Notebook
      •7•2•0•0•Updated Feb 11, 2023Feb 11, 2023

    • rex_md_kinetic

      Public
      J. Chem. Theory Comput. 2018, 14, 7, 3365-3380
      Python
      •0•1•0•3•Updated Sep 30, 2022Sep 30, 2022

    • parkinsonsfromgait

      Public
      Jupyter Notebook
      •2•4•0•0•Updated Sep 21, 2022Sep 21, 2022

    • MO-MEMES

      Public
      Implementation of MO-MEMES, an extension to the Machine learning framework for Enhanced MolEcular Screening (MEMES) framework for multi-objective Bayesian optim…
      Python
      •1•8•0•0•Updated Aug 18, 2022Aug 18, 2022

    • Protein-Ligand-Dataset-Bias

      Public
      Latent biases present in ML methods used for protein-ligand interaction prediction tasks
      Jupyter Notebook
      •0•5•0•0•Updated Jun 29, 2022Jun 29, 2022

    • DART

      Public
      Jupyter Notebook
      •4•1•0•0•Updated Apr 13, 2022Apr 13, 2022
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