Machinelearning@ai_machinelearning_big_data P.4432

Notice: file_put_contents(): Write of 21608 bytes failed with errno=28 No space left on device in /var/www/tgoop/post.php on line 50
Machinelearning@ai_machinelearning_big_data P.4432

AI_MACHINELEARNING_BIG_DATA Telegram 4432

Machinelearning

⚡️ Graph Machine Learning

Бесплатный продвинутый курс: Машинное обучение на графах.

Курс регулярно дополняется практическими задачками и слайдами. Автор Ксавье Брессон - профессор национального университета Сингапура.

▪Введение

▪Погружение в графы
- Lab1: Generate LFR social networks
https://github.com/xbresson/GML2023/blob/main/codes/02_Graph_Science/code01.ipynb
- Lab2: Visualize spectrum of point cloud & grid
https://github.com/xbresson/GML2023/blob/main/codes/02_Graph_Science/code02.ipynb
- Lab3/4: Graph construction for two-moon & text documents
https://github.com/xbresson/GML2023/blob/main/codes/02_Graph_Science/code03.ipynb
https://github.com/xbresson/GML2023/blob/main/codes/02_Graph_Science/code04.ipynb

▪Кластеризация графов
- Lab1: k-means
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code01.ipynb
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code02.ipynb
- Lab2: Metis
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code03.ipynb
- Lab3/4: NCut/PCut
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code04.ipynb
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code05.ipynb
- Lab5: Louvain
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code06.ipynb https://pic.twitter.com/vSXCx364pe

▪Лекции 4 Graph SVM
- Lab1: Standard/Linear SVM
https://github.com/xbresson/GML2023/blob/main/codes/04_Graph_SVM/code01.ipynb
- Lab2: Soft-Margin SVM
https://github.com/xbresson/GML2023/blob/main/codes/04_Graph_SVM/code02.ipynb
- Lab3: Kernel/Non-Linear SVM
https://github.com/xbresson/GML2023/blob/main/codes/04_Graph_SVM/code03.ipynb
- Lab4: Graph SVM
https://github.com/xbresson/GML2023/blob/main/codes/04_Graph_SVM/code04.ipynb

Инструкции по запуску: https://storage.googleapis.com/xavierbresson/lectures/CS6208/running_notebooks.pdf

💡 Github

@ai_machinelearning_big_data

👍29🔥7❤3

www.tgoop.com/ai_machinelearning_big_data/4432

13.4K viewsApr 19, 2024 at 09:07

tgoop.com/ai_machinelearning_big_data/4432

Create: 2024-04-19
Last Update: 2025-07-31 11:41:59

⚡️ Graph Machine Learning

Бесплатный продвинутый курс: Машинное обучение на графах.

Курс регулярно дополняется практическими задачками и слайдами. Автор Ксавье Брессон - профессор национального университета Сингапура.

▪Введение

▪Погружение в графы
- Lab1: Generate LFR social networks
https://github.com/xbresson/GML2023/blob/main/codes/02_Graph_Science/code01.ipynb
- Lab2: Visualize spectrum of point cloud & grid
https://github.com/xbresson/GML2023/blob/main/codes/02_Graph_Science/code02.ipynb
- Lab3/4: Graph construction for two-moon & text documents
https://github.com/xbresson/GML2023/blob/main/codes/02_Graph_Science/code03.ipynb
https://github.com/xbresson/GML2023/blob/main/codes/02_Graph_Science/code04.ipynb

▪Кластеризация графов
- Lab1: k-means
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code01.ipynb
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code02.ipynb
- Lab2: Metis
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code03.ipynb
- Lab3/4: NCut/PCut
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code04.ipynb
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code05.ipynb
- Lab5: Louvain
https://github.com/xbresson/GML2023/blob/main/codes/03_Graph_Clustering/code06.ipynb https://pic.twitter.com/vSXCx364pe

▪Лекции 4 Graph SVM
- Lab1: Standard/Linear SVM
https://github.com/xbresson/GML2023/blob/main/codes/04_Graph_SVM/code01.ipynb
- Lab2: Soft-Margin SVM
https://github.com/xbresson/GML2023/blob/main/codes/04_Graph_SVM/code02.ipynb
- Lab3: Kernel/Non-Linear SVM
https://github.com/xbresson/GML2023/blob/main/codes/04_Graph_SVM/code03.ipynb
- Lab4: Graph SVM
https://github.com/xbresson/GML2023/blob/main/codes/04_Graph_SVM/code04.ipynb

Инструкции по запуску: https://storage.googleapis.com/xavierbresson/lectures/CS6208/running_notebooks.pdf

💡 Github

@ai_machinelearning_big_data

BY Machinelearning

Share with your friend now:
tgoop.com/ai_machinelearning_big_data/4432

Open in Telegram

Telegram News

Date: 2025-07-31|

Those being doxxed include outgoing Chief Executive Carrie Lam Cheng Yuet-ngor, Chung and police assistant commissioner Joe Chan Tung, who heads police's cyber security and technology crime bureau. The imprisonment came as Telegram said it was "surprised" by claims that privacy commissioner Ada Chung Lai-ling is seeking to block the messaging app due to doxxing content targeting police and politicians. The initiatives announced by Perekopsky include monitoring the content in groups. According to the executive, posts identified as lacking context or as containing false information will be flagged as a potential source of disinformation. The content is then forwarded to Telegram's fact-checking channels for analysis and subsequent publication of verified information. "Doxxing content is forbidden on Telegram and our moderators routinely remove such content from around the world," said a spokesman for the messaging app, Remi Vaughn. Telegram Android app: Open the chats list, click the menu icon and select “New Channel.”
from us

Telegram Machinelearning
FROM American