Xavier Bresson (@xbresson)
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xbresson

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Top repositories

1

GML2023

Graph Machine Learning course, Xavier Bresson, 2023
Jupyter Notebook
558
star
2

CS6208_2023

Advanced Topics in Artificial Intelligence, NUS CS6208, 2023
Jupyter Notebook
307
star
3

spectral_graph_convnets

PyTorch implementation of spectral graph ConvNets, NeurIPS’16
HTML
291
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4

CE7454_2019

Deep learning course CE7454, 2019
Jupyter Notebook
189
star
5

CS5242_2021

Neural Networks and Deep Learning, NUS CS5242, 2021
Jupyter Notebook
180
star
6

TSP_Transformer

Code for TSP Transformer
Jupyter Notebook
162
star
7

CS4243_2022

Computer Vision and Pattern Recognition, NUS CS4243, 2022
Jupyter Notebook
161
star
8

spatial_graph_convnets

PyTorch implementation of residual gated graph ConvNets, ICLR’18
Jupyter Notebook
121
star
9

CE7454_2018

Deep learning course CE7454, 2018
Jupyter Notebook
76
star
10

CE9010_2018

Python notebooks and slides for CE9010: Introduction to Data Science, Semester 2 2017/18
Jupyter Notebook
52
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11

CS5284_2024

NUS CS5284 Graph Machine Learning course, Xavier Bresson, 2024
Jupyter Notebook
51
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12

CE7454_2020

Deep learning course CE7454, 2020
Jupyter Notebook
28
star
13

IPAM_Tutorial_2019

Notebooks for IPAM Tutorial, March 15 2019
Jupyter Notebook
24
star
14

AI6103_2020

Master of AI, Deep learning course AI6103, 2020
Jupyter Notebook
22
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15

old_codes

HTML
15
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16

CE9010_2019

CE9010 Introduction to Data Analysis, 2019
Jupyter Notebook
11
star
17

Long_Tailed_Learning_Requires_Feature_Learning

Repository for ICLR'23 Long-tailed Learning Requires Feature Learning
Python
10
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18

CE9010_2020

CE9010 Introduction to Data Analysis, 2020
Jupyter Notebook
7
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19

feature_collapse

Code for "Feature Collapse"
Jupyter Notebook
6
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20

CE9010_2021

CE9010 Introduction to Data Analysis, 2021
Jupyter Notebook
5
star
21

pcut

Code for Product Cut clustering technique, NIPS'16
Jupyter Notebook
4
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22

Teaching_Resources

Xavier Bresson's Teaching Resources
HTML
2
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23

demo_pytorch_dqn__with_4_observations

Jupyter Notebook
2
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