Dear SureChEMBL users, If you frequently rely on our "chemistry search" feature, today brings great news! We’ve recently implemented a major update that makes your search experience faster than ever. What's New? Last week, we upgraded our structure search engine by aligning it with the core code base used in ChEMBL . This update allows SureChEMBL to leverage our FPSim2 Python package , returning results in approximately one second. The similarity search relies on 256-bit RDKit -calculated ECFP4 fingerprints, and a single instance requires approximately 1 GB of RAM to run. SureChEMBL’s FPSim2 file is not currently available for download, but we are considering generating it periodicaly and have created it once for you to try in Google Colab ! For substructure searches, we now also use an RDKit -based solution via SubstructLibrary , which returns results several times faster than our previous implementation. Additionally, structure search results are now sorted by
The Organization of Drug Discovery Data
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Comments
You could also think of using descriptors that rely on a PCA analysis of the input data you are providing (actually I could help you with some of these, although in the form of a PP component).
We are mostly interested in bulk sequence properties at the moment (so fractional composition, hydrophobicity, features, etc), so a descriptor that gives a number for an input sequence.
There are loads of other stuff that would be cool to add, antigenicity, secondary structure prediction fractions, etc.
The sort of license issues are related to use of services which are freely available for academics, but there are some restrictions for "commercial use" - for example TMHMM http://www.cbs.dtu.dk/services/TMHMM/ where there is a download version of the software for academic institutes to use. I would guess that this license doesn't really cover the setup of a derivative service, allowing access over web services. This is just one example, not highlighted for any particular reason; but we would need to get permission from a fair number of software providers.
If we do set it up we want two things 1) freely accessible to all without restriction by user type and 2) compliant with the software licenses and wishes of the original authors.
http://nar.oxfordjournals.org/content/34/suppl_2/W32.full
the webserver is located here:
http://jing.cz3.nus.edu.sg/cgi-bin/prof/prof.cgi
However I cannot tell you anything about the performance of this particular descriptor, might serve as a benchmark to your own solution?