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Name: Rishi Gupta
Type: User
Name: Rishi Gupta
Type: User
I predicted the pCHEMBL values, AlogP values, Molecular Weight and nunmber of Lipinski's Rule of 5 Violations of a biomolecule by end to end training multiple pretrained Language models, on Dopamine D2 active compounds sourced from the CHeMBL database.
Few shot learning framework for Intent Detection using PyTorch and Huggingface. We us cross encoders and parameteric similarity functions for pairwise matching query samples with support samples. We implement balanced and unbalanced samplers to simulate a real world setting where each support set class may not have equal number of samples.
I have built some simple ML classifiers
I use pytorch GRU for predicting molecular bioactivity on the Dopamine D2 receptor which is affected by the parkinson's disease.
Rapidly Exploring Random Tree
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