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Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.…
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
Python package for machine learning for healthcare using a OMOP common data model
Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. Bica, A. M. Alaa, J. Jordon, M. van der Schaar
AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression
A Python library to work with, analyze, filter and inspect the Human Phenotype Ontology
Bachelor thesis of Artificial Intelligence about clustering patients with ID based on HPO terms and their corresponding graphs using different similarity measures.
A mini project for CSC 869 Data Mining class in San Francisco State University.