Data Science Using Python

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

How to do Bayesian statistical modelling using numpy and PyMC3

A collection of Bayesian data analysis recipes using PyMC3

Replication of the arterial line study in MIMIC-IV

A tool for analyzing feature importance of xgboost model. idea came from R version xgboostExplainer

LCA implementation for python

TCRconv is a deep learning model for predicting recognition between T cell receptors and epitopes. It uses protBERT embeddings for the TCRs and convolutional neural networks for the prediction.

Evaluating methods to improve model transfer for intensive care unit models

Package for assessment of calibration in binomial prediction models.

BST 261: Data Science II

Code shared by the research community for the eICU Collaborative Research Database