Alchemy is a software package providing a series of algorithms for statistical relational learning and probabilistic logic inference, based on the Markov logic representation.
The Matlab Toolbox for Dimensionality Reduction contains Matlab implementations of a large number of techniques for dimensionality reduction. A large number of implementations was developed from scratch, whereas other implementations are improved versions
Emergent (a major rewrite of PDP++) is a comprehensive simulation environment for creating complex, sophisticated models of the brain and cognitive processes using neural network models.
Monte (python) is a Python framework for building gradient based learning machines, like neural networks, conditional random fields, logistic regression, etc.
Pyro stands for Python Robotics. The goal of the project is to provide a programming environment for easily exploring advanced topics in artificial intelligence and robotics without having to worry about the low-level details of the underlying hardware.
A. Linden, and P. Yarnold. Journal of evaluation in clinical practice, 23 (4):
703-712(August 2017)Propensity score; Classification trees; Machine learning.
E. Reshetnyak, H. Cham, and J. Hughes. Multivariate behavioral research, 51 (6):
871-876(August 2016)Anàlisi de dades; Marginal structural models; Introductori.
Y. Ma, D. Tsao, and H. Shum. (2022)cite arxiv:2207.04630Comment: 24 pages, 11 figures. This updated version makes changes in languages and adds a few additional references. This is the final version to be published.