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yvemeng's Projects

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Lectures and labs for PH525x: Data Analysis for Genomics

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The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

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Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

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Some of the data sets for PH525x: Data Analysis for Genomics

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R package data.table extends data.frame. Fast aggregation of large data (e.g. 100GB in RAM), fast ordered joins, fast add/modify/delete of columns by reference by group using no copies at all, cells can contain vectors, chained queries and a fast file reader (fread). However, the main benefit is its natural syntax: DT[where, select|update, by].

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TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

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Scripts for PH525x: Data Analysis for Genomics

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A Python primer for Georgia Tech's CSE 6040/x: Computing for Data Analysis

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Dataset used in the Python Language Companion to Applied Linear Algebra. Vectors, Matrices, and Least Squares

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