Machine Learning & Data Science Notebooks
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Updated
Jun 9, 2024 - Jupyter Notebook
Machine Learning & Data Science Notebooks
MCMT book re-written in jupyter notebooks with relevant code to simulate the concepts.
Fast, accurate taxonomic assignments for the human vaginal microbiota
Exploratory spatiotemporal data analysis and Geospatial distribution dynamics analysis
Auto generate tweets powered by pre-trained GPT2 based large language model (LLM) available offline.
This repository contains the Linear Algebra computational labs I completed throughout the semester, which provided practical applications of the content intersection between linear algebra and computing
CellRank: dynamics from multi-view single-cell data
This is a collection of scripts and functions that serve as exercises for understanding and writing various numerical methods from scratch.
LexRank algorithm for text summarization
Generate various kinds of names using Markov Chains and random mixers
Simple generative writing with Markov chains
Markify is an open source command line application written in python which scrapes data from your social media accounts and utilises markov chains to generate new sentences based on the scraped data
Repo for Guy Rutenberg's Markov Chain text generator, using the Boost C++ library. I don't do much on this except periodic recompiling.
Topics in Probability Theory and Stochastic Processes
Evolutionary algorithms for promoter architecture design. A repository for my undergraduate thesis.
Marko is a Discord bot that sends random messages based on previous chats using Markov Chains
A software package for algebraic, geometric and combinatorial problems on linear spaces. By R. Hemmecke, R. Hemmecke, M. Köppe, P. Malkin, M. Walter
Applied Probability Theory for Everyone
An Open Source Tool for Analyzing Discrete Markov Chains.
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