├── README.md ├── homeworks ├── practice │ └── hw1 │ │ └── .gitkeep └── theory │ ├── hw1 │ ├── .gitkeep │ ├── homework01_gnn_1.pdf │ ├── homework01_gnn_2.pdf │ ├── homework01_gnn_3.pdf │ └── homework01_gnn_4.pdf │ └── hw2 │ └── .gitkeep ├── lectures ├── lecture1 │ ├── .gitkeep │ └── Глубинное обучение в анализе графовых данных. Лекция 1.pdf ├── lecture2 │ ├── .gitkeep │ └── Глубинное обучение в анализе графовых данных. Лекция 2.pdf ├── lecture3 │ ├── .gitkeep │ └── Глубинное обучение в анализе графовых данных. Лекция 3.pdf ├── lecture4 │ ├── .gitkeep │ └── Глубинное обучение в анализе графовых данных 4.pdf ├── lecture5 │ ├── .gitkeep │ └── Глубинное обучение в анализе графовых данных 5.pdf ├── lecture6 │ ├── .gitkeep │ └── Глубинное обучение в анализе графовых данных 6.pdf ├── lecture7 │ ├── .gitkeep │ └── Глубинное обучение в анализе графовых данных 7.pdf ├── lecture8 │ ├── .gitkeep │ └── Глубинное обучение в анализе графовых данных 8.pdf └── lecture9 │ ├── .gitkeep │ └── Глубинное обучение в анализе графовых данных 9.pdf └── seminars ├── data └── acm.pkl ├── sem01-intro.ipynb ├── sem02-embedding-training.ipynb ├── sem04-pagerank.ipynb ├── sem05-message-passing.ipynb ├── sem06-hetero-graphs.ipynb ├── sem07-batching.ipynb └── sem09-recommendations.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elvarid/gnn_course_hse/HEAD/README.md -------------------------------------------------------------------------------- /homeworks/practice/hw1/.gitkeep: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /homeworks/theory/hw1/.gitkeep: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /homeworks/theory/hw1/homework01_gnn_1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elvarid/gnn_course_hse/HEAD/homeworks/theory/hw1/homework01_gnn_1.pdf -------------------------------------------------------------------------------- /homeworks/theory/hw1/homework01_gnn_2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elvarid/gnn_course_hse/HEAD/homeworks/theory/hw1/homework01_gnn_2.pdf -------------------------------------------------------------------------------- /homeworks/theory/hw1/homework01_gnn_3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elvarid/gnn_course_hse/HEAD/homeworks/theory/hw1/homework01_gnn_3.pdf -------------------------------------------------------------------------------- /homeworks/theory/hw1/homework01_gnn_4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elvarid/gnn_course_hse/HEAD/homeworks/theory/hw1/homework01_gnn_4.pdf -------------------------------------------------------------------------------- /homeworks/theory/hw2/.gitkeep: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /lectures/lecture1/.gitkeep: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /lectures/lecture1/Глубинное обучение в анализе графовых данных. 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