X-DataInitiative / tickLinks
Module for statistical learning, with a particular emphasis on time-dependent modelling
☆523Updated 10 months ago
Alternatives and similar repositories for tick
Users that are interested in tick are comparing it to the libraries listed below
Sorting:
- Python framework for inference in Hawkes processes.☆245Updated 2 years ago
- Python class for generation and parameter estimation of multivariate Hawkes processes☆170Updated last month
- a python package for simulation and inference of Hawkes processes.☆69Updated 4 years ago
- fast parameter estimation for simpler Hawkes processes☆71Updated 3 years ago
- Time Series Cross-Validation -- an extension for scikit-learn☆258Updated 2 years ago
- Python package for causal inference using Bayesian structural time-series models.☆241Updated 5 years ago
- Hosting of ready-to-use machine learning datasets☆18Updated 7 years ago
- A Multipurpose Library for Synthetic Time Series Generation in Python☆376Updated last year
- Methods to get the probability of a changepoint in a time series.☆732Updated 2 years ago
- Python module for machine learning time series:☆577Updated 3 years ago
- Python implementation of the conformal prediction framework.☆471Updated 4 years ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆283Updated last week
- Bayesian Additive Regression Trees For Python☆232Updated last year
- Scikit-learn compatible estimation of general graphical models☆248Updated 4 months ago
- A toolbox of Hawkes processes☆115Updated 7 years ago
- Ordinal regression algorithms☆269Updated 2 years ago
- A python library for Bayesian time series modeling☆483Updated last year
- Scikit-learn style cross-validation classes for time series data☆283Updated 3 years ago
- A garden for scikit-learn compatible trees☆288Updated last year
- Python package for canonical vine copula trees with mixed continuous and discrete marginals☆47Updated last year
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆99Updated 5 months ago
- Causal Graphical Models in Python☆248Updated 2 years ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆918Updated last week
- Python implementation of the rulefit algorithm☆426Updated 2 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 5 years ago
- Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series☆523Updated 4 years ago
- An open source library for Fuzzy Time Series in Python☆275Updated last year
- A library to model multivariate data using copulas.☆613Updated last week
- minepy - Maximal Information-based Nonparametric Exploration☆230Updated last year
- Calculate predictive causality between time series using information-theoretic techniques☆104Updated 4 years ago