mayerantoine

2019-intro-patient-matching

2019-intro-patient-matching

duplicategenerator

Duplicate generator is a Python library that generates duplicate personal synthetic data.

interactive-recordlinkage-tool

A tool to experiment and automatically compare quality of data matching algorithm

matching-comparative-review

A comparative review of matching approaches for HIV surveillance in the absence of unique identifier

breast-cancer-mlops

MLOps using Azure ML Services and Azure DevOps

injury-narrative-coding-transformers

Natural Language Processing (NLP) Machine Learning (ML) algorithm to code unstructured work-related injury narratives

premier_analysis

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

breast_cancer_classification

Udacity Breast Cancer classification

client-registry

Open Client Registry Service

clinical-adapter

GA Tech CS7643 Group Project implementing adapter-transformers for clinical information extraction and classification

covid19

Load, explore and analyse data from Scotland and rest of the world related to Covid19.

dedupe

:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.

deep-learning-pytorch-huggingface

disaster-damage-assessment-ml

Building an image classifier for natural disaster damage assessment using social media and google images

elasticsearch-spark-recommender

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

elasticsearch-vector-scoring

Score documents with pure dot product / cosine similarity with ES

faker

Faker is a Python package that generates fake data for you.

fsdl-text-recognizer-2021-labs

Complete deep learning project developed in Full Stack Deep Learning, Spring 2021

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

harvest-cdc-journals

Python code to harvest issues of CDC online journals MMWR, EID, and PCD.

kaggler-template

Template for data science competitions. Includes makefiles and Python scripts for feature engineering, cross validation, ensemble, etc.

negex

Automatically exported from code.google.com/p/negex

python-is-cool

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

recordlinkage

A toolkit for record linkage and deduplication written in Python

Reinforcement-Learning-Reading-List

similarity-scoring

An Elasticsearch plugin for scoring documents based on string similarity

StatComp2019CDC

Short Course on Statistical Computing at CDC in 2019

template

Template repository with rules, practices, and privacy, license, records, notices to help programs use the CDCgov GitHub organization.

udacity_operationalizing_ml_pipeline

udacity_optimizing_an_ml_pipeline

Optimizing an ML Pipeline in Azure