Pinned

1. attn-PG-RL-tsp attn-PG-RL-tsp Public

   A PyTorch implementation of the attention-based Policy Gradient RL for learning to solve Travelling Salesperson Problem based on the paper https://doi.org/10.1007/978-3-319-93031-2_12

   Jupyter Notebook 4

2. GAT-pt GAT-pt Public

   PyTorch implementation of the Graph Attention Networks (GAT) based on the paper "Graph Attention Network" by Velickovic et al - https://arxiv.org/abs/1710.10903v3

   Python 14 2

3. ml-options-pricing ml-options-pricing Public

   Pricing Financial Options contracts using LightGBM, Deep Learning, and Support Vector Machines.

   Jupyter Notebook 10

4. DDPG-implementation DDPG-implementation Public

   An implementation of the DDPG algorithm from the paper "Continuous control with deep reinforcement learning"

   Python

5. GCN-pt GCN-pt Public

   A simple PyTorch implementation of Graph Convolutional Networks based on the paper: https://arxiv.org/abs/1609.02907 (Kipf & Welling, ICLR 2017)

   Jupyter Notebook

6. awesome-optimization awesome-optimization Public

   A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

   184 19