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University of Pennsylvania
- Philadelphia, PA
- www.michaelsyao.com
- @michael_s_yao
Highlights
- Pro
Stars
BioNeMo Framework: For building and adapting AI models in drug discovery at scale
Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Reinforcement Learning based Artificial Pancreas Systems for Controlling Blood Glucose in Type 1 Diabetes.
Code and models for Paper RadBERT: Adapting transformer-based language models to radiology
A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose
Source code for Generative Adversarial Bayesian Optimization (GABO) for Surrogate Objectives
Introduction to Machine Learning Systems
A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data
CHOP project to create templates
Compare neural networks by their feature similarity
PyTorch implementation of adversarial attacks [torchattacks]
Active Acquisition for fastMRI
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
Latex code for making neural networks diagrams
Publication-ready NN-architecture schematics.
A library for distributed ML training with PyTorch