scottfleming Goto Github PK

followers: 19.0 following: 1.0 repos: 26.0 gists: 1.0

Name: Scott Fleming

Type: User

Company: @StanfordAI4HI @som-shahlab

Bio: PhD Student in Biomedical Informatics MS Student in Comp Sci (AI/ML/DL+RL) at Stanford University

Location: Stanford, CA

Blog: https://scottfleming.github.io/

Scott Fleming's Projects

alignment-handbook

Robust recipes for to align language models with human and AI preferences

biomedical

Tools for curating biomedical training data for large-scale language modeling

blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

cvrisk

R package to calculate cardiovascular risk scores

deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

emotion_proposition_store

Construction and Analysis of an Emotion Proposition Store

evals

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

latent_ode

Code for "Latent ODEs for Irregularly-Sampled Time Series" paper

liwc-python

Linguistic Inquiry and Word Count (LIWC) analyzer

medvidqacl

Implementation of the Benchmark Approaches for Medical Instructional Video Classification (MedVidCL) and Medical Video Question Answering (MedVidQA)

metal

Snorkel MeTaL: A framework for training models with multi-task weak supervision

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pyhealth-ed

A Python Library for Healthcare Predictive Tasks, Extended for MIMIC-ED

Code used for analysis in the NeurIPS ML4H Workshop Paper, "Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare"

scottfleming.github.io

My Personal Website

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

universalizing-weak-supervision

Fork of Universalizing Weak Supervision (ICLR 2022) for EHR Benchmarking Project

wild-time-extension

Extension of Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)

ws-structured-prediction

Fork of code repo for "Lifting Weak Supervision To Structured Prediction"

xgboostlss

An extension of XGBoost to probabilistic forecasting.

scottfleming Goto Github PK

Scott Fleming's Projects

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