MattStammers
Consultant Gastroenterologist & open-source software developer with a particular interest in the application of modelling, NLP, and RL to medicine
University Hospital SouthamptonSouthampton, UK
Pinned Repositories
Community_Of_Practice_Session_Two
Basic Training for BI Analysts in Data Science and Data Engineering
hdruk_avoidable_admissions
fork of Vishnu's hdruk repo
hdruk_avoidable_admissions_collaboration_docs
Repository for sharing data models and information for the national HDRUK avoidable admissions project
hdruk_chest_pain_collaboration_docs
HDRUK chest pain project docs and code for collaboration repo
Jinxs_Adventure
A fully open-source computer game written in python complete with physics using pymunk
PPO_Lander_Implementation
Starting to delve in to explicitly programmed open-source deep reinforcement learning agents
Pteredactyl
A python module for redaction of personally identifiable information (PII) in clinical free-text
sample-factory-sotaquest
SOTA Performance with APPO and Sample Factory
Elective_Recovery_Model
Moderate: This model looks at Covid-19 recovery in the NHS and takes you through the different ways to compile an ASDM model
Pteredactyl
A python module for redaction of personally identifiable information (PII) in clinical free-text
MattStammers's Repositories
MattStammers/hdruk_avoidable_admissions_collaboration_docs
Repository for sharing data models and information for the national HDRUK avoidable admissions project
MattStammers/hdruk_chest_pain_collaboration_docs
HDRUK chest pain project docs and code for collaboration repo
MattStammers/sample-factory-sotaquest
SOTA Performance with APPO and Sample Factory
MattStammers/Community_Of_Practice_Session_Two
Basic Training for BI Analysts in Data Science and Data Engineering
MattStammers/hdruk_avoidable_admissions
fork of Vishnu's hdruk repo
MattStammers/PPO_Lander_Implementation
Starting to delve in to explicitly programmed open-source deep reinforcement learning agents
MattStammers/Python_Training_For_BI_Analysts
Python Training for NHS BI Analysts
MattStammers/ASDM
Agile System Dynamics Modelling
MattStammers/Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
MattStammers/awesome-healthcare
Curated list of awesome open source healthcare software, libraries, tools and resources.
MattStammers/govcookiecutter
A cookiecutter template for data science projects within His Majesty's Government and wider public sector.
MattStammers/hdruk_avoidable_admissions-1
HDRUK Data Science Collaboration on Avoidable Admissions in the NHS.
MattStammers/https-github.com-XingqiaoWang-DeepCausality-LiverTox
very interesting paper here
MattStammers/IC-IBD
Public Facing Repository of the Identification of Cohorts with IBD Study (IC-IBD). An open source study focused on the application of Natural Language Processing (NLP) methodology to the field Gastroenterology, Specifically Inflammatory Bowel Disease
MattStammers/Kedro_Intro
Intro to Kedro
MattStammers/MedCAT_Demo
MedCAT Demo Repository
MattStammers/MkDocsPoetry
MkDocs and Poetry Test
MattStammers/muzero-experiments
Fork of Werner-Davaud's Muzero OS Module
MattStammers/OpenGPT
A framework for creating grounded instruction based datasets and training conversational domain expert Large Language Models (LLMs).
MattStammers/outcomes_project
HDRUK avoidable admissions outcomes extension project repo
MattStammers/OVID_TO_PUBMED
converts a multi-lines OVID query to a single-line PubMed format
MattStammers/paper-qa
LLM Chain for answering questions from documents with citations
MattStammers/RDS_Pong
Game built in under 30 minutes
MattStammers/SD-Tools
List of open source system dynamic tools
MattStammers/SDV
Synthetic Data Generation for tabular, relational and time series data.
MattStammers/Smoking_Cessation_Training
Training Smoking Cessation Model
MattStammers/spark-nlp
State of the Art Natural Language Processing
MattStammers/StableLM
StableLM: Stability AI Language Models
MattStammers/tutorials
Bitfount API tutorials
MattStammers/zotero-better-bibtex
Make Zotero effective for us LaTeX holdouts