Switch branches/tags
Nothing to show
Find file History
Latest commit 3116286 Sep 6, 2018
Permalink
Type Name Latest commit message Commit time
..
Failed to load latest commit information.
learned_embeddings Delete Readme.md Aug 29, 2018
README.md Update README.md Aug 29, 2018
data_sample.csv Code and data for calculating and plotting the embeddings Aug 22, 2018
keras_model.py Update keras_model.py Sep 6, 2018
plot_embeddings.py Update plot_embeddings.py Aug 22, 2018

README.md

FormulaOne2Vec

Code for building the Neural Network and a small subset (both row-wise and column-wise) of the dataset used to calculate the embeddings of the blog post: http://www.f1-predictor.com/

  1. Run keras_model.py to build the model and save the resulting embeddings.
  2. Execute plot_embeddings.py changing the filenames in rows 67 and 68 in order to plot the respective embeddings using UMAP.

Otherwise, you can just download the learned embeddings and execute plot_embeddings.py to plot the respective embeddings using UMAP (you still need to change the filenames in rows 67 and 68).