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rnaimehaom's Projects

rxn_yields icon rxn_yields

Code complementing our manuscript on the prediction of chemical reaction yields (https://iopscience.iop.org/article/10.1088/2632-2153/abc81d) and data augmentation strategies (https://doi.org/10.26434/chemrxiv.13286741).

rxngenerator-1 icon rxngenerator-1

A generative model for molecular generation via multi-step chemical reactions

rxnlvl icon rxnlvl

A simple python package for drawing attractive chemical reaction energy level diagrams

rxnmapper icon rxnmapper

RXNMapper: Unsupervised attention-guided atom-mapping. Code complementing our Science Advances publication on "Extraction of organic chemistry grammar from unsupervised learning of chemical reactions" (https://advances.sciencemag.org/content/7/15/eabe4166).

rxnminer icon rxnminer

A suite of packages and tools for mining chemical reactions from textual description.

rxnnet icon rxnnet

A Python package for representing reaction networks and simulating their behaviors

rxnpath icon rxnpath

Simple Python package that generates reaction diagrams

rxnplot icon rxnplot

An interactive python package for drawing chemical reaction energy level diagrams

rxnpredict icon rxnpredict

Predicting reaction performance using machine learning

rxnrep icon rxnrep

Contrastive pretraining to learn chemical reaction representations (RxnRep) for downstream tasks.

rxnsim icon rxnsim

Methods to compute chemical similarity between two or more reactions and molecules. Depends upon 'rCDK' and 'fingerprint' for cheminformatics functionality.

rxntools icon rxntools

Python package for handling chemical reactions based on RDKit.

rxnweaver icon rxnweaver

A tool to help organic synthetic chemists in exploring, evaluating and planning synthesis of novel and known organic (and possibly organo-metallic) molecules.

s2dv icon s2dv

A tool for Predicting Activity of anti-HBV Small Molecules

sabine icon sabine

Prediction of the binding specificity of transcription factors using support vector regression

sailfish icon sailfish

Rapid Mapping-based Isoform Quantification from RNA-Seq Reads

sales icon sales

The R package for high-dimensional Sparse Asymmetric LEast Squares

salmon icon salmon

🐟 🍣 🍱 Highly-accurate & wicked fast transcript-level quantification from RNA-seq reads using selective alignment

sampl7 icon sampl7

Challenge details, inputs, and results for the SAMPL7 series of challenges

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