Tick: a Python library for statistical learning, with a particular emphasis on time-dependent modelling

Understand

Tick is a statistical learning library for Python~3, with a particular emphasis on time-dependent models, such as point processes, and tools for generalized linear models and survival analysis.

• The core of the library is an optimization module providing model computational classes, solvers and proximal operators for regularization.
• tick relies on a C++ implementation and state-of-the-art optimization algorithms to provide very fast computations in a single node multi-core setting.
• Source code and documentation can be downloaded from https://github.com/X-DataInitiative/tick