Concepedia

tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models

Emmanuel Bacry, Martin Bompaire, Philip Deegan, Stéphane Gaïffas, Søren Vigild Poulsen

Journal of Machine Learning Research · 2018 · 81 citations · 9 references

Concepts

References

9

Statistical Models Based on Counting Processes

Xavier Bry, Per Kragh Andersen, Ørnulf Borgan et al. · Population · 1997 · 2.9K citations

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Statistical Models for Earthquake Occurrences and Residual Analysis for Point Processes

Yosihiko Ogata · Journal of the American Statistical Association · 1988 · 2.2K citations

, , +8

Accelerating Stochastic Gradient Descent using Predictive Variance Reduction

Rie Johnson, Tong Zhang · 2013 · 1.9K citations

, , +16

API design for machine learning software: experiences from the scikit-learn project

Lars Buitinck, Gilles Louppe, Mathieu Blondel et al. · arXiv (Cornell University) · 2013 · 1.8K citations · Full text

, , +8

Stochastic dual coordinate ascent methods for regularized loss

Shai Shalev‐Shwartz, Tong Zhang · 2013 · 700 citations

, , +13