Documenation

Here is the link to the documentation of our package.

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How to Install the package?

Here are the steps to install our package.

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Science using k-nearest neighbour distributions

Here contains the link to all knn related papers till date .

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Visualization Gallery

NN spheres on a cosmological snapshot

NN Spheres on Cosmological Snapshot

Scatter plot of data points with 1st‑nearest‑neighbor spheres overlaid.

1‑Nearest‑Neighbor CDF

1‑NN CDF

Empirical cumulative distribution function of first‑nearest‑neighbor distances.

k‑NN CDFs

k‑NN CDFs

Comparison of CDFs for k = 1, 2, and 3 nearest neighbors.

Geometric intersection regions

Geometric Intersection Regions

Colored regions where 1st, 2nd, and 3rd NN spheres overlap.

Geometric interpretations

Geometric Interpretation

Geometric interpretations of 1nn CDFs.

Geometric interpretations

Geometric Interpretation

Geometric interpretations of Knn CDFs.

Our Team

We work on a variety of topics in cosmology, ranging from simulating different models of Dark Matter and Neutrinos to utilizing higher order cross correlations to better constrain and understand cosmology