Sparck Jones, 1972) using easy to write configuration with little to no code. Consistently reproducing results is a fundamental What sets DeepZensols apart from other criteria of the scientific method, without frameworks is its capability of reproducing which, a hypothesis may be weakened or results, efficient mini-batch creation for feature even invalidated. This is becoming even more swapping for model comparisons, and necessary, because a growing number of publications an emphasis on vectorization of natural language are inflated by false positives, to the text providing zero coding neural network point that they are labeled with the pejorative (NN) construction. The framework was term "p-hacking", the intentional or unintentional written with NLP researchers, science related act to bias results in favor of publication outcomers, and students in mind.