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rnaimehaom's Projects

clusttraj icon clusttraj

Python script that receives a molecular dynamics or Monte Carlo trajectory and performs agglomerative clustering to classify similar structures.

cmac_solpred_cosmo_rf icon cmac_solpred_cosmo_rf

Code used in the generation of results for "A Unified AI Framework for Solubility Prediction Across Organic Solvents"

cmf icon cmf

R package for finding a joint low-rank representation for a collection of matrices with shared row or column entities.

cmfrec icon cmfrec

(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)

cmg icon cmg

Controlled Molecule Generator for for Optimizing Multiple Chemical Properties

cner icon cner

A set of scripts developed for text tokenization and processing of the prediction results of naive-based chemical named entity recognition disclosed in the paper "Chemical named entity recognition in the texts of scientific publications using the naïve Bayes classifier approach"

cnn-based-inverse-design icon cnn-based-inverse-design

All the codes and data used in "Inverse design of soft materials via a deep-learning-based evolutionary strategy", by G. M. Coli, E. Boattini, L. Filion, and M. Dijkstra.

cnn_drugdesign icon cnn_drugdesign

A code where I trained a machine learning (CNN) model using pytorch to predict the efficacy of a drug using pIC50 as a measure

cnvscope icon cnvscope

CNVScope: Visually Exploring Copy Number Aberrations in Cancer Genomes

cocr icon cocr

OCR/OCSR on handwritting ⏣/chemical-structural-formulas with YOLO & CRNN models.

code icon code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

codon-opt icon codon-opt

Solving a codon optimization problem by an ILP model (commercial solver)

codon-optimization icon codon-optimization

Use machine learning to design codon-optimized DNA sequences for increased protein expression.

codon-optimizer icon codon-optimizer

Script to optimize protein-coding DNA sequences with natural codon usage

codonopt icon codonopt

Codonopt program is designed for codon optimization of protein sequences. The core of it based on the mathematical codon optimization proposed by Şen et al. (2020)

codonoptimizer-1 icon codonoptimizer-1

Codon optimization script built on DNAChisel with RSCU calculation from the CAI module

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