Implementation of Latent Dirichlet Allocation (LDA) in python.
Text corpus was taken from https://github.com/blei-lab/lda-c and stop words from stop words from http://www.textfixer.com/tutorials/common-english-words.txt.
To do list:
- Make it possible to update alpha parameter with Newton-Raphson method.
- Write Inference class and put Main Program in main.py.
- Add implementation of a Gibbs sampler in Inference class.