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binsreg

Partition selection, point estimation, pointwise and uniform inference, and graphical procedures using binscatter methods.

climate-and-dynamical-systems

cphy

Class materials for computational physics course

cumulo

a benchmark dataset for training and evaluating global cloud classification models.

delta-maps

δ-MAPS is a method that identifies the semi-autonomous components of a spatio-temporal system and studies their weighted and potentially lagged interactions. The semi-autonomous components of the system are modeled as spatially contiguous, possibly overlapping, functionally homogeneous domains. To the best of our knowledge, δ-MAPS is the first method that can identify spatially contiguous and possibly overlapping clusters (i.e., domains). At a second step, δ-MAPS infers a directed and weighted network between the identified domains. Edge direction captures the temporal ordering of events while the weight associated to each edge captures the magnitude of interaction between domains.

linear-response-and-causal-inference

Inferring causality through linear response theory

nonlinear_timeseries_analysis

py-dmaps

d-Maps goes into Python mode.

quantiles-and-moments