Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
believe everything should still be accurate. Why Latent Dirichlet Allocation (LDA)? LDA and its kin (NMF, PF, truncated SVD, etc.) are simply fancy PCA modified for count data. (On an unrelated note, have you seen this amazing explanation of PCA?) LDA differs from the others by creating