Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
log-uniform, i.e. rather than {1, 2, 3, 4} it’s smarter to sample evenly along {0.01, 0.1, 1, 10}. If you want to do slightly better than random search, you can use TPE through the hyperopt package. Unlike Bayesian Optimization using Gaussian Processes, TPE is designed to work well with a mix of