ML Repositories

• character-level-cnn

  Keras implementation of Character-level CNN for Text Classification

  Python 56 28 Updated 2020-11-21

• graph-convnet-tsp

  Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (arXiv Pre-print)

  MIT License Python 98 27 Updated 2021-01-27

• learning-paradigms-for-tsp

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

  MIT License Python 10 4 Updated 2020-12-17

• lstm-context-embeddings

  Augmenting word embeddings with their surrounding context using bidirectional RNN

  MIT License Python 57 21 Updated 2020-05-25

• markowitz-portfolio-optimization

  Markowitz portfolio optimization on synthetic and real stocks

  MIT License Python 31 20 Updated 2020-12-29

• mnist-cnn-autoencoder

  Using deep CNNs and stacked autoencoders to classify images of digits from the MNIST dataset

  Python 5 3 Updated 2019-09-04

• nn-classification-and-regression

  Using deep neural networks for classification and regression problems

  Python 6 3 Updated 2020-03-12

• NTUOSS-MachineLearningWorkshop

  Introductory Machine Learning workshop for NTU Open Source Society

  Python 5 1 Updated 2020-10-04

• Perceptron

  Perceptron algorithm implemented from scratch

  MIT License Python 4 4 Updated 2018-12-11

• personalized-dialog

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

  MIT License Python 119 43 Updated 2020-12-24

• regression-stock-prediction

  Predicting Google’s stock price using regression

  Python 51 40 Updated 2021-01-30

• structured-self-attention

  Keras implementation of the Structured Self-Attentive Sentence Embedding model

  MIT License Python 17 1 Updated 2020-05-26