convert molecules to their ECFP4 fingerprint using rdkit
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Mar 16, 2017 - Python
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ecfp4
Here are 7 public repositories matching this topic...
ligand-based virtual screening with consensus queries
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Oct 27, 2023 - OCaml
A data science project completed in collaboration with AstraZeneca as part of the course DIT892. The project focused on analyzing ECFP4 fingerprint bit flipping as a method for identifying nearby and novel molecular structures.
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Feb 8, 2025 - Jupyter Notebook
Automatic QSAR workflow for Python
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May 30, 2024 - Python
Demiurge is a Python tool for generating ML input data from simulated ¹H/¹³C NMR spectra or ECFP4 fingerprints. It uses local NMRshiftDB2 prediction and RDKit, producing ML-ready CSVs from SMILES in minutes.
python java open-source machine-learning deep-learning chemistry cheminformatics prediction feature-extraction nmr rdkit data-preprocessing logd nmr-spectroscopy ecfp4 molfile input-generation nmrshift-db
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Aug 6, 2025 - Python
Data-Driven Approach to Predict Polymer Glass Transition Temperature: Interpretability and Extrapolation
polymer machine-learning-algorithms computational-chemistry predictive-modeling ecfp4 comprehensive-analysis smiles-code
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Oct 9, 2024
hacked code to bicluster molecules using rdkit and scikitlearn
cheminformatics clustering scikit-learn similarity rdkit molecules smiles scikit ecfp4 biclustering molecular-similarity molecular-fingerprints circular-fingerprints ecfp-4
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Jan 18, 2018 - Python
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