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Anamika Yadav's Projects

autowrap icon autowrap

Generates Python Extension modules from Cythons PXD files

azimuth icon azimuth

Machine Learning-Based Predictive Modelling of CRISPR/Cas9 guide efficiency

bimodal icon bimodal

Supporting code for the paper "Bidirectional Molecule Generation with Recurrent Neural Networks" (J. Chem. Inf. 2020, 60, 3).

chem-sampler icon chem-sampler

Sample small molecules, both from large chemical libraries and generated

coprinet icon coprinet

Deep learning for compound price prediction

drugcell icon drugcell

A visible neural network model for drug response prediction

elevation icon elevation

End-to-end guide design for CRISPR/Cas9 with machine learning

eos9f6t icon eos9f6t

Predicts the inhibitory activity of small molecules on SARS-Cov1 3CLprotease

ersilia icon ersilia

The Ersilia Model Hub, a platform featuring models for infectious and neglected disease research.

fastjtnnpy3 icon fastjtnnpy3

AI for discovering 100% valid drug like molecules, a combination of VAE-JTNN and bayesian optimization, an optimized Python 3 Version of Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

gencode_regions icon gencode_regions

Extract 3'UTR, 5'UTR, CDS, Promoter, Genes, Introns, Exons from GTF files

hgraph2graph icon hgraph2graph

Hierarchical Generation of Molecular Graphs using Structural Motifs

hybridclms icon hybridclms

Supporting code for the paper «Leveraging molecular structure and bioactivity with chemical language models for drug design»

mdf icon mdf

This repository contains the source for the MDF specification and Python API

moflow icon moflow

MoFlow: an invertible flow model for generating molecular graphs

molecule-generation icon molecule-generation

Implementation of MoLeR: a generative model of molecular graphs which supports scaffold-constrained generation

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