chaitjo/NTUOSS-MachineLearningWorkshop chaitjo/NTUOSS-MachineLearningWorkshop

  • Stars
    star
    5
  • Rank 2,779,724 (Top 57 %)
  • Language
    Python
  • Created over 6 years ago
  • Updated over 6 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
chaitjo/NTUOSS-MachineLearningWorkshop
github

chaitjo

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Introductory Machine Learning workshop for NTU Open Source Society

More Repositories

1

efficient-gnns

Code and resources on scalable and efficient Graph Neural Networks
Python
525
star
2

geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.
Jupyter Notebook
415
star
3

graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
Python
278
star
4

learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
Jupyter Notebook
188
star
5

personalized-dialog

Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)
Python
132
star
6

geometric-rna-design

gRNAde: Geometric Deep Learning for RNA Design
Jupyter Notebook
110
star
7

markowitz-portfolio-optimization

Markowitz portfolio optimization on synthetic and real stocks
Python
72
star
8

lstm-context-embeddings

Augmenting word embeddings with their surrounding context using bidirectional RNN
Python
60
star
9

regression-stock-prediction

Predicting Google’s stock price using regression
Python
58
star
10

gated-graph-transformers

Transformers are Graph Neural Networks!
Python
49
star
11

learning-paradigms-for-tsp

Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)
Python
27
star
12

auto-mate-for-tinder

Use Artificial Intelligence to find promiscuous Tinder matches
CSS
23
star
13

knowledge-graphs

Building Knowledge Graphs from Unstructured Text
Jupyter Notebook
20
star
14

structured-self-attention

Keras implementation of the Structured Self-Attentive Sentence Embedding model
Python
19
star
15

flask-mongodb

A simple REST Api using Flask-Restful and MongoDB
Python
17
star
16

working-women

Code for the paper 'Working Women and Caste in India' (ICLR 2019 AI for Social Good Workshop)
Jupyter Notebook
14
star
17

music-library-ocd-fixer

Automatically fetch metadata for your music collection and rename files accordingly
Python
13
star
18

mnist-cnn-autoencoder

Using deep CNNs and stacked autoencoders to classify images of digits from the MNIST dataset
Python
7
star
19

Perceptron

Perceptron algorithm implemented from scratch
Python
5
star
20

nn-classification-and-regression

Using deep neural networks for classification and regression problems
Python
5
star
21

transformers-are-gnns

4
star
22

Velocity

A 2D lane-switching game made using the graphics.h C++ library
C++
1
star
23

PreparedForU

A simple tool for university aspirants and students in Singapore to estimate and visualize their spending based on publicly available data
Vue
1
star