Scott Fleming's repositories
rl-missingness
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"
alignment-handbook
Robust recipes for to align language models with human and AI preferences
axolotl
Go ahead and axolotl questions
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
emoji-cheat-sheet
A markdown version emoji cheat sheet
emotion_proposition_store
Construction and Analysis of an Emotion Proposition Store
scottfleming.github.io
My Personal Website
evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
grf
Generalized Random Forests
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)
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
python-rl
Some Reinforcement Learning in Python
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.