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Type: Organization
Graph Neural Network Driven Imputation of Missing Abundances in Mass Spectrometry-Based Proteomics
This is the code repository for the paper "Optimizing ODE-derived Synthetic Data for Transfer Learning in Dynamical Biological Systems".
Graph Neural Network for Peptide Abundance Imputation in MS Proteomics Data
Collection of tools to run analyses based on the pmotif_lib py-package
Perform motif detection, either with traditional frequency, or with positional metrics for each graphlet occurrence.
Python package for imputation, peptide-to-protein aggregation as well as in silico data creation of proteomics data with a specific focus on the development and evaluation of imputation methods in proteomics. Also provides proteomics specific imputation methods based on graph neural networks.
SimbaML is an all-in-one framework for integrating prior knowledge of ODE models into the ML process by synthetic data augmentation. It allows for the convenient generation of realistic synthetic data by sparsifying and adding noise. Furthermore, our framework provides customizable pipelines for various ML experiments, such as transfer learning.
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.