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Official implementation of PC-GNN (published in the WebConf 2021)
The implementation of Representing a Heterogeneous Pharmaceutical Knowledge-Graph with Textual Information
A clinical BERT-based NLP tool for parsing clinical trial abstracts following the PICO framework
Deep Learning on Academic Knowledge Graphs
Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)
Demonstration of MapR for Industrial IoT
Student Projects for the 2020-2021 Capstone Sequence
Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"
My implementation of the original GAT paper (Veliฤkoviฤ et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Tools for Construct Quantum Circuit for Quantum Walk on Graphs
Quantum Walk Graph Classifier
A little python script that converts files and whole directory trees from one RDF serialization into another.
An end-to-end solution for real-time fraud detection(leveraging graph database Amazon Neptune) using Amazon SageMaker and Deep Graph Library (DGL) to construct a heterogeneous graph from tabular data and train a Graph Neural Network(GNN) model to detect fraudulent transactions in the IEEE-CIS dataset.
A unified, comprehensive and efficient recommendation library
A large collection of jupyter notebooks related to recommender systems. ๐
The assignment of recommendation class
A visualization of TV show recommendations through a network graph using Flask, bokeh, and Networkx
Reliable Message Processing with Dead-Letter-Queues Replay
Name is self-explanatory
Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
Little python library for retrofitting autoregressive decoder transformers to use DeepMinds Retro framework: https://arxiv.org/pdf/2112.04426.pdf
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.