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COVID-19: Knowledge, Research, Software
A Python Framework for Modeling and Analysis of Signaling Systems
Codes for paper in Epidemics 2020
CovsirPhy: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models.
Disease Informed Neural Networks (DINNs) — neural networks capable of learning how diseases spread, forecasting their progression, and finding their unique parameters (e.g. death rate).
[AAAI-23] Epidemiologically-informed Neural Networks
Fractional-order SEIQRDP Model for Simulating the Dynamics of COVID-19 Epidemic
Sources for book "Explaining neural networks in raw Python: lectures in Jupyter"
PESTO: Parameter EStimation TOolbox, Bioinformatics, btx676, 2017.
PINN-COVID analyzes a plurality of epidemiological models through the lens of physics-informed neural networks (PINNs).
Python package to discover stochastic differential equations from time series data
ODE modelling in Python
Content from the University of British Columbia's Master of Data Science course DSCI 511.
Fit stochastic differential equation models with time-varying parameters
SIR model parameter estimation using a novel algorithm for differentiated uniformization.
Code used for the masters thesis "Autophagy in yeast Saccharomyces cerevisiae: single-cell and multi-cell model approaches"
A Time-Dependent SEIRD Model for Forecasting the COVID-19 Transmission Dynamics
when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/10.1016/j.cma.2022.115346
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.