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Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.
An implementation of the DeepMind's AlphaFold based on PyTorch for research
Combinatorial Multigrid Solver for SDD Matrices
Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.
Framework for evaluating Graph Neural Network models on semi-supervised node classification task
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations)
Continuous Diffusion Graph Neural Network
Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling
Benchmark datasets, data loaders, and evaluators for graph machine learning
Trainable PyTorch reproduction of AlphaFold 2
EPFL Course - Optimization for Machine Learning - CS-439
Spectral Modification of Graphs
GFlowNet library
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.