Here's a common misconception about log transform 🧩:
Log transform is commonly used to eliminate skewness in data.
Yet, it is not always the ideal solution for eliminating skewness.
It is important to note that log transform:
- Does not eliminate left-skewness.
- Only works…
On behalf of my coauthors, I'm psyched to announce the open access publication of our paper (with code) "Thompson Sampling - An Efficient Method for Searching Ultralarge Synthesis on Demand Databases" in JCIM. pubs.acs.org/doi/10.1021/ac…
Introducing Medchem, an open source Python library for molecular filtering and prioritization.
It includes hundreds of molecular filters, alerts, and rules, both established and novel.
Read the blog by @HadiM_ for more details: portal.valencelabs.com/blogs/post/int…
1/6
Molecular set representation learning
Do we need molecular topology or are sets of vectors of atomic invariants (~ECFP0) enough?
They can be; and enhance existing GNNs; and be used for binding affinity, molecular property, and rxn yield prediction.
chemrxiv.org/engage/chemrxi…
After a few years in development, we introduce ROBERT, a program carefully crafted to make #MachineLearning more accessible to chemists of all programming skill levels while achieving results comparable to those of field experts. #compchem
📝 chemrxiv.org/engage/chemrxi…
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16K Followers 784 Followingdiscovery chemistry nerd @Merckgroup; oncology, immunology, targeted protein degradation, ADCs; soccer, politics, tapas can slip into the feed; my own views
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8K Followers 679 FollowingPhD student @MIT • Research on Generative Models and Geometric Deep Learning for Biophysics • BA @CambridgeUni • Former @TwitterResearch, @DEShawGroup and @IBM
6K Followers 3K FollowingFast, flexible, and free classical molecular dynamics simulation code. Powered by C++17, CUDA, OpenCL, SYCL, and OpenMP. Global community open-source project!
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