FlashX are big data analytics tools that perform data analytics in the form of graphs and matrices!

### Featured

###### Neurodata Notebooks

Jupyter Notebooks made by Neurodata lab members.

###### graspologic (Graph Statistics)

Utilities and algorithms designed for processing and analysis of graphs with specialized graph statistical algorithms

###### MGC (Non-parametric hypothesis testing)

Multiscale Graph Correlation (MGC) is a framework for universally consistent testing high-dimensional and non-Euclidean data.

###### ndcloud (NeuroData Cloud)

The deployment of tools which support the Open Connectome Project

###### Sparse Projection Oblique Randomer Forests (Classification and regression)

SPORF is an improved random forest algorithm that achieves better accuracy and scaling than previous implementations on a standard suite of >100 benchmark problems.

###### LOL (Supervised dimensionality reduction)

Linear Optimal Low-rank (LOL) projection for improved classification performance in high-dimensional classification tasks

###### m2g (MR graph analysis)

m2g uses diffusion MRI data from individuals to estimate connectomes reliably and scalably.

###### reg (Image registration)

Performs non-linear affine and deformable image registration.

### Others

FlashX are big data analytics tools that perform data analytics in the form of graphs and matrices!

###### FlashX

SynapseAnalysis (PSD) is a framework to evaluate synaptic antibodies for fluorescence array tomography (AT)

###### SynapseAnalysis

Synapse detection from serial electron microscopy data. VESICLE has now been subsumed by VESICLE-CNN-2.