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Anh Nguyen from Lancaster's Projects

math_camp icon math_camp

Materials for McGill Refresher math camp for incoming students

math_workshop icon math_workshop

Lecture notes for incoming PhD students to Ohio State's Political Science department. Topics covered include mathematical notation, basic algebra, linear algebra, and calculus.

mathematical-modeling-r-sample-code icon mathematical-modeling-r-sample-code

This repository serves another collection of R sample codes for Meerschaert's Mathematical Modeling (4 th ed. ) https://www.stt.msu.edu/users/mcubed/modeling.html

mathematical-proofs icon mathematical-proofs

Solutions for Mathematical Proofs - A Transition to Advanced Mathematics (3rd Edition)

mathematics icon mathematics

Jupyter notebook projects covering main mathematics principals and courses. Math fundamentals, Algebra, Geometry, Trigonometry & precalculus, Calculus, Linear Algebra

mathematics-statistics-for-data-science icon mathematics-statistics-for-data-science

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

maths-behind-ml icon maths-behind-ml

Maths behind machine learning and some implementations from scratch.

maths4biology icon maths4biology

Notes and scripts for the course Maths 4 Biology at Imperial College London

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