mattlevine22 Goto Github PK

academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

cgm-remote-monitor

nightscout web monitor

contrnn

Exploring methodology for continuous-time RNNs as non-Markovian closures to physics-based models

da_learning_dynamics

Repository for learning ODEs from noisy, partially observed time series

dynamax

State Space Models library in JAX

emerge2ohdsi_information_loss_auto

Evaluating information loss between implementations of emerge concept sets in ICD9 and standard OMOP mappings

emerge2ohdsi_information_loss_curated

Evaluate information loss between curated ICD9 concept sets and standard OMOP mappings, as well as custom concept sets designed using OMOP standard vocabularies

glucoracle.github.io

GlucOracle website

got_risk_analysis

Simulations for Risk board game strategies (Game of Thrones edition), especially for home-grown variations on the game, like "Capitals".

hugo-academic

📝 The website builder for Hugo. Build and deploy a beautiful website in minutes!

improved3dvar

Our goal is to design data-driven methods for learning the gain matrix in 3DVAR.

improvedda

Investigating data-driven methods for improving the structure of data-assimilation algorithms

loop

An automated insulin delivery app template for iOS, built on LoopKit

magnetic_pendulum

Studying data-driven learning of a magnetic pendulum ODE via random features and other approaches

mechrnn

development of an RNN framework with embedded mechanistic models

modified-sindy

Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data

nbeddyn

Learning latent dynamics for partially-observed chaotic systems

ode_model_error

orthogonal_model_error

methods for learning orthogonal forms of model error

pandemaniac

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pyrfm

A library for random feature maps in Python.

randomk_experiment

rnn-rc-chaos

RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

time_aware_attention