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Regarding Shane’s point about the narrative, this reminds me of theslow to updatething that Josh Miller and I have been thinking about. The usual lesson from those base-rate-fallacy problems is that people overweight local data and underweight base rates. But there are these examples (such a...
In addition, as a teacher, media personality, and an author, I am often invited as a guest on others' radio, TV, and Internet shows to talk even more. I've even been featured in two full-length feature documentaries so far and have just been interviewed extensively to be featured in t...
Fault tolerance is also a desirable feature in distributed systems and networks. For example, an advantage of a distributed database is that data replicated on different network hosts can provide a natural backup mechanism when one host fails. Computational science Computational science applies computer...
Innovative materials play essential roles in safety, clean energy, transportation, human health, and industrial productivity. To fuel continued innovation, researchers want to deepen their understanding of the physical and chemical properties of materials (morphological, structural, magnetic, thermal, and ...
Horst [19], as probably one of the most recent examples, uses the label as the building block of his theory of Cognitive Pluralism. His idea of a mental model has two components: it is proposed to be an imagination of a structure observed on the one hand and something that can be ...
The feature variables were EEG signals from 14 electrode channels and Likert scale data from 20 empathic disposition questionnaires. The dependent variables were binary data (veterans = one, not veterans <students> = zero). The hyperparameters of the XGBoost algorithm were optimized using Optuna in...
One common mistake people make when writing prompts is to consider “style” and “target audience” as the same parameter. In reality, the style determineshow the text soundsand the target audience decideswhich words to use. Below is another set of examples of how to introduce the...
Feature Engineering Vincent Warmerdam: Untitled12.ipynb - Using df.pipe() Vincent Warmerdam: Winning with Simple, even Linear, Models sklearn - Pipeline, examples. pdpipe - Pipelines for DataFrames. scikit-lego - Custom transformers for pipelines. categorical-encoding - Categorical encoding of variab...
Zipline - A Declarative Feature Engineering Framework Airbnb 2020 Automating Data Protection at Scale, Part 1 (Part 2) Airbnb 2021 Real-time Data Infrastructure at Uber Uber 2021 Introducing Fabricator: A Declarative Feature Engineering Framework DoorDash 2022 Functions & DAGs: introducing Hamilton, ...