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Convolution dictionary learning for time-series
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
A Python-embedded modeling language for convex optimization problems.
ECG wavelet feature extraction
A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
gnn explainer
Build Graph Nets in Tensorflow
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
Open source implementation of "Neural Message Passing for Quantum Chemistry"
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
Strategies for Pre-training Graph Neural Networks
Bayesian Networks in Python
Geometric Deep Learning Extension Library for PyTorch
Unified Complex Network and Recurrence Analysis Toolbox
Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)
Code for the paper: Sentence-State LSTM for Text Representation
Python implementation of Sparse Subspace Clustering algorithm.
Graph Neural Networks with Keras and Tensorflow.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Code for drawing visibility graph- natural visibility and horizontal visibility from a given time series
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.