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18337

18.337 - Parallel Computing and Scientific Machine Learning

algebraicagents.jl

A lightweight framework to enable hierarchical, heterogeneous dynamical systems co-integration. Batteries included!

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

bioe-class-review

review session

bridgesdeinference.jl

Inference for diffusion processes with the use of `Guided Proposals`

catalyst

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software

ceed.jl

A decision-making framework for the cost-efficient design of experiments, balancing the value of acquired experimental evidence and incurred costs.

chem_react_dyn

Book on Chemical Reactions and Dynamical Systems

circuit-design

Solving biological circuit design problems

delaymodel

This repository describes the delay models for biochemical reaction networks

diffeqtutorials.jl

Tutorials for using the DiffEq ecosystem

emacs-config

epigenetics

fast_density_clustering

Local density clustering for low dimensional data

frequiency-modulation-of-transcriptional-bursting

gfn

hiquant_python

julia-dataframes-tutorial

A tutorial on Julia DataFrames package

loopvectorization.jl

Macro(s) for vectorizing loops.

mockingbird

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

modified-sindy

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

notch_emt

reactivedynamics.jl

A Julia package that implements a category of reaction (transportation) network-type dynamical systems.

sir-julia

Various implementations of the classical SIR model in Julia

system-biology

System Biology course for BioE

torchgfn

GFlowNet library

tufte_algorithms_book

A template for textbooks in the same style as Algorithms for Optimization

universal_differential_equations

Repository for the universal differential equations paper

vega

A visualization grammar.

vi-hds

Variational inference for hierarchical dynamical systems