scottfleming
PhD Student in Biomedical Informatics MS Student in Comp Sci (AI/ML/DL+RL) at Stanford University
@StanfordAI4HI @som-shahlabStanford, CA
Pinned Repositories
grf
Generalized Random Forests
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.
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"
scottfleming.github.io
My Personal Website
scottfleming's Repositories
scottfleming/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"
scottfleming/alignment-handbook
Robust recipes for to align language models with human and AI preferences
scottfleming/axolotl
Go ahead and axolotl questions
scottfleming/biomedical
Tools for curating biomedical training data for large-scale language modeling
scottfleming/BLIP
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
scottfleming/CVrisk
R package to calculate cardiovascular risk scores
scottfleming/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.
scottfleming/eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
scottfleming/emoji-cheat-sheet
A markdown version emoji cheat sheet
scottfleming/emotion_proposition_store
Construction and Analysis of an Emotion Proposition Store
scottfleming/scottfleming.github.io
My Personal Website
scottfleming/evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
scottfleming/grf
Generalized Random Forests
scottfleming/latent_ode
Code for "Latent ODEs for Irregularly-Sampled Time Series" paper
scottfleming/liwc-python
Linguistic Inquiry and Word Count (LIWC) analyzer
scottfleming/MedVidQACL
Implementation of the Benchmark Approaches for Medical Instructional Video Classification (MedVidCL) and Medical Video Question Answering (MedVidQA)
scottfleming/metal
Snorkel MeTaL: A framework for training models with multi-task weak supervision
scottfleming/mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
scottfleming/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
scottfleming/PyHealth-ED
A Python Library for Healthcare Predictive Tasks, Extended for MIMIC-ED
scottfleming/python-rl
Some Reinforcement Learning in Python
scottfleming/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
scottfleming/universalizing-weak-supervision
Fork of Universalizing Weak Supervision (ICLR 2022) for EHR Benchmarking Project
scottfleming/Wild-Time-Extension
Extension of Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)
scottfleming/WS-Structured-Prediction
Fork of code repo for "Lifting Weak Supervision To Structured Prediction"
scottfleming/XGBoostLSS
An extension of XGBoost to probabilistic forecasting.