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airflow-site

Apache Airflow Website

algorithms

algorithms playground for common questions

awesome-ehr-deeplearning

Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

book

course-v3

The 3rd edition of course.fast.ai

deeptcr

Deep Learning Methods for Parsing T-Cell Receptor Sequencing (TCRSeq) Data

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

fascinate

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

literaturedl4graph

A comprehensive collection of recent papers on graph deep learning

mlreview_notebooks

Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."

multiplexgnn_for_multilayered_networks

Applying a mulitplex network GNN to solve multi-layered network problems

multiverse

nscaching

Efficient, Simple, and Automated Negative Sampling for Knowledge Graph Embedding. VLDBJ 2020.

numdl-coursenotes

Course notes for graduate-level class on numerical methods for deep learning

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

physics

Quantum computing with Python/Qiskit and other misc. physics projects

ptgnn

A PyTorch Graph Neural Network Library

pygcn

Graph Convolutional Networks in PyTorch

pytorch-exercise

Practical Exercise Codes for PyTorch

pytorch-tutorial

Build your neural network easy and fast

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

qiskit-community-tutorials

A collection of Jupyter notebooks developed by the community showing how to use Qiskit

readings

papers, books, and articles for self-study

reproducibility-workflow

A short and to-the-point summary of a reproducible data science workflow

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.