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Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"
Fast superresolution frequency detection using MUSIC algorithm
4 BREVI LEZIONI DI PYTHON, corso tenuto con con l'associazione italiana studenti di fisica, comitato locale di Pisa
JED is a program for performing Essential Dynamics of protein trajectories written in Java. JED is a powerful tool for examining the dynamics of proteins from trajectories derived from MD or Geometric simulations. Currently, there are two types of PCA: distance-pair and Cartesian, and three models: COV, CORR, and PCORR.
Signal space decomposition in MATLAB (MUSIC, Pisarenko, EV, Minimum Norm)
I have implemented this program from scratch to get better understanding of basics of PCA and mathematics behind this algorithm.
Sparse-matrix implementation on linear algebra and matrix operations
Introduction to Data Science, Probability, Statistics & Mathematics. This folder Learn the fundamentals of Python, NumPy, Pandas, and SQL for analyzing data. Draw conclusions from data with probability, descriptive and inferential statistics, and mathematics such as calculus and algebra. Data Visualization to create interactive dashboards.
How does PCA work?
Compilation of the assignments of the course of COL726: Numerical Algorithms (Spring 2021) and their solutions
Following is an programming assignment on dimensionality reduction and Image Compression using Eigen Value Decomposition and Singular Value Decomposition
Elementary algorithm for face recognition using PCA
R package for multi-companion matrices with methods for generation of models with given spectral properties
Toy Example of Source Sepration of two Notes using Eigen Decomposition