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Implementation of a Partial Least Squares Regressor
Graduate Level Course of Technical University of Munich
A collection of python implementations using SWIG, Instant, F2PY... Optimization like Least Squares Levenberg-Marquardt. Boundary Value problem solvers. Integration Simpson/Trapezoidal. Interpolation like Cubic spline. Tridiagonal/pentadiagonal system of equations solver. Linear algebra like Matrix inversion (Gauss-Jordan) and much more
A bare-bones (minimal dependencies) implementation of some ML algorithms (classifying/clustering) as part of the Machine Learning postgraduate course assignments in the GUC
Tic Tac Toe game with machine learning (LMS) using Python & Qt
Resources for the book "Chi-Squared Data Analysis and Model Testing for Beginners" by Carey Witkov and Keith Zengel, Oxford University Press, 2019.
Simple example of counting approximation by least squares using JavaFX
Optimization algorithms
Position Uncertainty in drone swarms
Solving the Least Squares Problem via reduced QR factorization by Gram-Schmidt and by Householder triangularization.