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aesara

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

arcuate

Delta Sharing + MLflow for ML model & experiment exchange (arcuate delta - a fan shaped river delta)

automl

azure-databricks-mlops-mlflow

Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.

bartmachine

An R-Java Bayesian Additive Regression Trees implementation

bayesflow

A Python library for amortized Bayesian workflows using generative neural networks.

bio-ner

Biomedical Named Entity Recognition and Normalization of Diseases, Chemicals and Genenetic entity classes through the use of state-of-the-art models.

bsts-causal_impact

Causal Impact

cardea

An open source automl library for using machine learning in healthcare.

clinspacy

Clinical Natural Language Processing using spaCy, scispacy, and medspacy

commondatamodel

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

composer

Train neural networks up to 7x faster

covid_bayesian_mcmc

Bayesian Markov Chain Monte Carlo Forecast for COVID-19

csels-mlops-dev

devv2 mlops template

databricks_poetry_integration

Databricks and Poetry Integration

dbarts

Discrete Bayesian Additive Regression Trees Sampler

dbx

🧱 Databricks CLI eXtensions - aka dbx is a CLI tool for development and advanced Databricks workflows management.

dcm-for-covid

A standalone implementation of the COVID-19Dynamic Causal Model compatible with both Octave and MATLAB.

delia

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

drunken-data-quality

Spark package for checking data quality

eunomia

A standard CDM dataset for testing and demonstration purposes.

featureextractionohdsi

An R package for generating features (covariates) for a cohort using data in the Common Data Model.

featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

featuretools

An open source python library for automated feature engineering

flappy-bird-using-neuroevolution-of-augmenting-topologies

Simple implementation of Flappy Bird using NeuroEvolution of Augmenting Topologies.

geoscan

Geospatial clustering at massive scale

glow

An open-source toolkit for large-scale genomic analysis

gpbart

Implementation of GP-BART algorithm.

hamilton

A scalable general purpose micro-framework for defining dataflows. You can use it to build dataframes, numpy matrices, python objects, ML models, etc. Embed Hamilton anywhere python runs, e.g. spark, airflow, jupyter, fastapi, python scripts, etc.

hidden_markov_models

Hidden Markov Model implementation with AIC/BIC