AMAX / data /README.md
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adding descriptors
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📊 AMAX Column Descriptors

Each data entry in the AMAX dataset is comprised of 4 columns. Examples and descriptions are detailed below.

Column Index Column Descriptor Example Data Type Description
0 compound c1ccc2cc3ccccc3cc2c1 str The compound in question, represented as a SMILES string.
1 solvent C1CCCCC1 str The solvent the compound is dissolved in, represented as a SMILES string.
2 lambda_max 356.0 float The absorption maxima of the compound-solvent combination in nm.
3 source uvvisml str The source the data was extracted from.

📋 Data Sources Used

FluoDB (fluodb): A Modular Artificial Intelligence Framework to Facilitate Fluorophore Design

  • 31,351 compound-solvent combinations
  • 16,752 unique compounds
  • 71 unique solvents

UVVisML (uvvisml): Multi-Fidelity Prediction of Molecular Optical Peaks with Deep Learning

  • 26,820 compound-solvent combinations
  • 13,349 unique compounds
  • 359 unique solvents and matrices

SMFluo1 (smfluo1): Prediction of Maximum Absorption Wavelength using Deep Neural Networks

  • 1,181 compound-solvent combinations
  • 859 unique compounds
  • 29 unique solvents

ChemDataExtractor (chemde): Comparative Dataset of Experimental and Computational Attributes of UV/Vis Absorption Spectra

  • 1,598 compound-solvent combinations
  • 1,590 unique compounds
  • 28 unique solvents

Photoswitch (photoswitch): Towards Data-Driven Design of Visible-Light Photoswitches using Structural Features

  • 566 compound-solvent combinations
  • 565 unique compounds
  • 6 unique solvents

LDIDB (schiff): Acylhydrazide and Isatin Schiff Bases as Alternate UV-Laser Desorption Ionization (LDI) Matrices for Low Molecular Weight (LMW) Peptides Analysis

  • 29 compound-solvent combinations
  • 29 unique compounds
  • 2 unique solvents

PubChem (pubchem)

  • Data extracted from individual compound searches
  • 52 compound-solvent combinations
  • 10 unique solvents