tick.hawkes
tick.linear_model
tick.robust
tick.survival
tick.prox
prox
tick.solver
solver
tick.simulation
tick.plot
tick.dataset
tick.preprocessing
tick.metrics
tick
How to use tick in practise?
Fit Hawkes on finance data¶
Cox regression data simulation¶
Binary classification with logistic regression¶
Inhomogeneous Poisson process simulation¶
Fit sparse and low rank adjacency matrix with Hawkes ADM4¶
Comparison of solvers for Poisson regression¶
Fit Hawkes with asynchronous causality¶
Hawkes simulation with exotic kernels¶
Hawkes process with non constant baseline¶
Fit Hawkes power law kernels¶
Simulate Hawkes process with non constant baseline¶
Fit Hawkes random kernels¶
Examples of proximal operators¶
Precision vs speed tradeoff¶
Linear models data simulation¶
Fit Hawkes kernel norms using cumulants¶
Plot estimated intensity of Hawkes processes¶
Automatic step choice¶
Fit exotic Hawkes kernels¶
Robust linear model example¶
Asynchronous stochastic solver¶
Logistic regression comparison: scikit-learn versus tick¶
Linear regression in two dimensions¶
Generalized linear models solver convergence¶
ConvSCCS cross validation on simulated longitudinal features example¶