yubin-park
Decision Tree Enthusiast. PhD in Machine Learning from UT Austin
Bonsai Research, LLCAtlanta, GA
Pinned Repositories
anonymizer
PHI-hashing data anonymizer
aphealthpartners
bonsai-dt
Programmable Decision Tree Framework
califorest
Calibrated Random Forests
cs534
CS534 - Machine Learning in Fall 2020 at Emory University
drgpy
drgpy is a Python library for assigning a combination of diagnosis and procedure codes to Diagnosis Related Groups (MS-DRG) that is used in Medicare inpatient reimbursement today.
hccpy
A Python implementation of Hierarchical Condition Categories
hcuppy
A Python implementation of the tools from H-CUP (Healthcare Cost and Utilization Project)
palobst
PaloBoost is an overfitting-robust Gradient Boosting algorithm.
pharmpy
pharmpy is an umbrella library for searching the FDA NDC directory, Established Pharmacologic Class (EPC), Anatomical Therapeutic Chemical (ATC) through RxNav, and some other APIs on RxNav.
yubin-park's Repositories
yubin-park/hccpy
A Python implementation of Hierarchical Condition Categories
yubin-park/hcuppy
A Python implementation of the tools from H-CUP (Healthcare Cost and Utilization Project)
yubin-park/drgpy
drgpy is a Python library for assigning a combination of diagnosis and procedure codes to Diagnosis Related Groups (MS-DRG) that is used in Medicare inpatient reimbursement today.
yubin-park/bonsai-dt
Programmable Decision Tree Framework
yubin-park/cs534
CS534 - Machine Learning in Fall 2020 at Emory University
yubin-park/pharmpy
pharmpy is an umbrella library for searching the FDA NDC directory, Established Pharmacologic Class (EPC), Anatomical Therapeutic Chemical (ATC) through RxNav, and some other APIs on RxNav.
yubin-park/califorest
Calibrated Random Forests
yubin-park/palobst
PaloBoost is an overfitting-robust Gradient Boosting algorithm.
yubin-park/aphealthpartners
yubin-park/anonymizer
PHI-hashing data anonymizer
yubin-park/arq-landing-src
yubin-park/covidexplorer
work in progress
yubin-park/dxitemspy
A Python implementation of the Diagnostic Classification Item System (https://jamanetwork.com/journals/jama-health-forum/fullarticle/2790542)
yubin-park/hcup_sid_formatter
H-CUP State Inpatient Database (SID) formatter
yubin-park/hl7tojson
Folked from khanh96le/hl7tojson; A simple library to convert HL7 message version 2 to JSON with human readable description
yubin-park/kaggle_instacart
yubin-park/mimic3-prep
prep scripts for using MIMIC-III
yubin-park/ouidxpy
Overuse Index in Python - Adopted from "Overuse-Index-Segal-et-al-Johns-Hopkins-University-ICD-10-Coding"
yubin-park/parse834
parsing X12 834 file; over-simplified version
yubin-park/python-hl7
Folked from johnpaulett/python-hl7; A simple library for parsing messages of Health Level 7 (HL7) version 2.x into Python objects.