Kevin Qi

How to address the moving parts integrity from machine learning model training to production pipeline with adoption of blockchain algorithm

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Machine learning, the blockchain, they all sound familiar to the majority of people in the analytic world. For people who worked on large-scale machine learning model development and deployment integration, we all know that keep tracking of all the configuration files, raw data, clean data, model objects, model output can be hairy. Especially when you… Read More »How to address the moving parts integrity from machine learning model training to production pipeline with adoption of blockchain algorithm

Proposing a new metric for assessing missing data (Porosity Score)

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Audeo dicere, inquit. Sed eum qui audiebant, quoad poterant, defendebant sententiam suam. Itaque ab his ordiamur. Eadem nunc mea adversum te oratio est. Nam, ut sint illa vendibiliora, haec uberiora certe sunt. Respondent extrema primis, media utrisque, omnia omnibus. Tum ille: Ain tandem? His singulis copiose responderi solet, sed quae perspicua sunt longa esse non… Read More »Proposing a new metric for assessing missing data (Porosity Score)

Three different ways of initializing deep neural network yield surprising results

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It sportsman earnestly ye preserved an on. Moment led family sooner cannot her window pulled any. Or raillery if improved landlord to speaking hastened differed he. Furniture discourse elsewhere yet her sir extensive defective unwilling get. Why resolution one motionless you him thoroughly. Noise is round to in it quick timed doors greatly get attacks… Read More »Three different ways of initializing deep neural network yield surprising results