Expired
Milestone
Mar 31, 2021–Apr 13, 2021
Milestone 2
Milestone ID: 198
- Create non-puzzle data items using Stockfish Python library, and other lichess data sets. - James lead, all helping
- Implement auto k-folding for our data set and split test vs. training data (stratified based on categories, use a seed?, consistent based on seed) - Tanvi
- Using PyTorch, create the neural network models. - Tanvi, Barak
- Tune hyper-parameters to achieve threshold accuracy of 35%. - Tanvi, Barak
- We have an evaluation script that take 3 models for other 3 scripts and performs evaluation - Barak