Speed reader for txt files7/11/2023 ![]() Load_train2 (generic function with 1 method)Īt some point, you will probably end up being bottlenecked by either memory management or your disk speed. Load_train (generic function with 1 method)ĭata = similar(files, for i in eachindex(files) On my notebook with two physical cores and a SATA SSD, I get pretty decent scaling: julia> for i in 'a':'z' The only thing to note is that you have to preallocate the whole array instead of using push!, since resizing arrays is not thread safe. Deep Learning with R by François Chollet & J.J.One thing, you could do is use multiple threads for this (be sure to set JULIA_NUM_THREADS=$(nproc) when you start Julia).An Introduction to Statistical Learning: with Applications in R by Gareth James et al.Hands-On Programming with R: Write Your Own Functions And Simulations by Garrett Grolemund & Hadley Wickham.Practical Statistics for Data Scientists: 50 Essential Concepts by Peter Bruce & Andrew Bruce.Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems by Aurelien Géron.R for Data Science: Import, Tidy, Transform, Visualize, and Model Data by Hadley Wickham & Garrett Grolemund.Inter-Rater Reliability Essentials: Practical Guide in R by A.Practical Statistics in R for Comparing Groups: Numerical Variables by A.Network Analysis and Visualization in R by A.GGPlot2 Essentials for Great Data Visualization in R by A.R Graphics Essentials for Great Data Visualization by A.Machine Learning Essentials: Practical Guide in R by A.Practical Guide To Principal Component Methods in R by A.Practical Guide to Cluster Analysis in R by A.Psychological First Aid by Johns Hopkins University.Excel Skills for Business by Macquarie University.Introduction to Psychology by Yale University.Business Foundations by University of Pennsylvania.IBM Data Science Professional Certificate by IBM.Python for Everybody by University of Michigan.Google IT Support Professional by Google.The Science of Well-Being by Yale University.AWS Fundamentals by Amazon Web Services.Epidemiology in Public Health Practice by Johns Hopkins University.Google IT Automation with Python by Google.Specialization: Genomic Data Science by Johns Hopkins University.Specialization: Software Development in R by Johns Hopkins University.Specialization: Statistics with R by Duke University. ![]() Specialization: Master Machine Learning Fundamentals by University of Washington.Courses: Build Skills for a Top Job in any Industry by Coursera.Specialization: Python for Everybody by University of Michigan.Specialization: Data Science by Johns Hopkins University.Course: Machine Learning: Master the Fundamentals by Standford.My_file <- system.file("extdata/mtcars.csv", package = "readr")
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