Tasks - MinEmbdDim

[aaronmqs]

The project is still under development and the next updates will focus on the following tasks:

• Generating the Data Sets used for analysis.
• Improving theoretical understanding on False Nearest Neighbors through the paper "Local false nearest neighbors and dynamical dimensions from observed chaotic data", 1993, Abarbanel & Kennel.
• Reproducing the results for the Kennel Fraction of FNN using datasets suggested in the main reference.
• Including the use of Spatial Decorrelation in the FNN Algorithm.
• Including Temporal Decorelation
• Using False Nearest Strands
• Understanding Nearest-Neighbor Statistics