Archives

Notewise Generation The program is starting to be able to generate music that is both new and musical. Last week I had the problem that the LSTM was able to overfit to Mozart, and could reproduce [...]

LSTM trained to output music The neural net successfully learned to generate Mozart! This week I trained an LSTM to predict the next step of a musical piece (given the previous 120 time steps). [...]

I also spent two days this week working on generating musical patterns. I initially thought I would just take the character-prediction RNNs I worked on earlier in the week, and switch to [...]

This week I experimented with using different kinds of neural nets to generate text and music (listen to my music generation results here). I grabbed the Kaggle Wine Reviews dataset and used that [...]

This week I continued to work on my soccer team simulation. I focused on improving the mechanics of the game – adding an energy level tracker for each player, and adding in the ability to [...]

Here’s a collection of my favorite pieces of advice – things I’ve seen either in person or in various online lectures. The one theme I hear from everyone is to find ways to [...]

This past week I continued to focus on my soccer RL environment. I’m thinking about how team dynamics could emerge, and I’m particularly interested to see if I can establish [...]