Personal Learning

This repository is made for me to learn different concepts and coding skills.

The repository consist of several subprojects written in different languages:

1. C++
2. Python
3. R
4. Bash

Some projects have been part of courses others are spare time projects.

Feel free to look around!

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C++

Machine Learning

• K-Nearest-Neighbours
• Logistic Regression

Bioinformatics

• Sequence Alignment (In Progress)
• UMI quality tool (In Progress)

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Python

Machine Learning

• Bayesian Logistic regression (In Progress)
• Probabilistic PCA (In Progress)
• Diffusion Model (In Progress)
• Natural Language Processing (In Progress)

Bioinformatics

• Protein structure
  • Solvent Exposure analysis
• RNA structure
  • Nussinov

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R

Bioinformatics

• Allele frequency using EM algorithm (In progress)
• Admixture based on genotype likelihoods (In progress)
• Analysing Fitness of GFP variants (In progress)

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Bash

TBD