June 26th Cohort
- Deep Quartet
See my blog post here, where I demonstrate how I obtain midi files for training a stacked LSTM deep neural network with reharmonizing and resampling with psuedo-Gibbs sampling. I added additional string quartets as well as sampled from Kashmir and Going to California from Led Zeppelin. The code is found in here in my version of the DeepBach repository and the original code from Sony/Gaetan Hadjeres is here
- Pizza2Vec See my blog post here, where I process the yelp data to create tokenized and lemmitzed representations of the yelp reviews. Additionally the words are formed into bi, and trigram representations such as ny_style_pizza. I fit the words into bag of words representation and use a latent direlecht allocation model to find term frequencies. I also normalize the data by choosing the TopN words and remove stop words. I then fit a word2vec model for all reviews. I preform t-sne dimension reduction and cluster with Spectral Clustering, nearest neighbors affinity with kmeans labels.
- Json
- XML
- Time Series
- Clustering
- Linear Regression
- Logistic Regression
- Naive Bayes
- Inferential Statistics
- Recommender Systems
- Spark