A suite of plotting notebooks to visualize and validate synthea module output

Library for clinical NLP with spaCy.

A full spaCy pipeline and models for scientific/biomedical documents.

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

🪐 End-to-end NLP workflows from prototype to production

Woodwork is a Python library that provides robust methods for managing and communicating data typing information.

An open source python library for automated feature engineering

Enable pyspark in addition to pandas

The most cited deep learning papers

Unlocking the Power of Health Data With a Modern Data Lakehouse

DICOM Extraction for Large-scale Image Analysis (DELIA).

Synthetic Data and other publicly available datasets

Survival analysis in Python

A Data Streaming Library for Efficient Neural Network Training

Train neural networks up to 7x faster

Preempt churn with the Databricks Solution Accelerator for predicting subscriber attrition. Learn how to analyze behavioral data to identify subscribers with an increased risk of cancellation. Then…

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.

Automatic extraction of relevant features from time series:

A deep learning project predicting hyperinflammatory syndrome among COVID-19 patients using EHR data.

A python library for Bayesian time series modeling

A standard CDM dataset for testing and demonstration purposes.

State of the Art Natural Language Processing

Definition and DDLs for the OMOP Common Data Model (CDM)

An R-Java Bayesian Additive Regression Trees implementation

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.