JLD2.jl
StatsWithJuliaBook | JLD2.jl | |
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6 | 2 | |
1,059 | 523 | |
- | 1.3% | |
0.0 | 8.1 | |
about 1 year ago | 7 days ago | |
Julia | Julia | |
MIT License | GNU General Public License v3.0 or later |
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StatsWithJuliaBook
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An Introduction to Statistical Learning with Applications in Python
I actually like this book by Yoni Nazarathy
https://statisticswithjulia.org/
They have a book on Mathematics of DL too which is a natural progression from the concepts covered here.
(I am slightly biased towards this since I've known the author by online interactions)
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Recommended Self-Study Statistics Book
Today I just started read Stats with Julia (https://statisticswithjulia.org/) and I have to say as a CS and math person, I really love this book. Of course one of the reasons may be that I want to learn Julia.
- Best resources for an R programmer to learn Julia?
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Teaching 3 courses with Julia at Uni and need help
I like what little I have read so far in Statistics with Julia. There is also the recent MIT course Intro to Computational Thinking that uses Pluto and includes statistics and probability at a moderately advanced level.
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Any Books Suggestions for Machine Learning With Julia?
A single Google search sufficed: https://statisticswithjulia.org/
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Tutorial on beginner inferential statistics?
Here's the corresponding github link to the draft version of the book: https://github.com/h-Klok/StatsWithJuliaBook
JLD2.jl
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Machine learning with Julia - Solve Titanic competition on Kaggle and deploy trained AI model as a web service
First, you need to save the model from the notebook to a file. For this you can use JLD2.jl module. This module used to serialize Julia object to HDF5-compatible format (which is well known by Python data scientists) and save it to a file.
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Best format to save matrices to a text file? (R interop)
I didn't realize this was the Julia subreddit. HDF5 or multiple CSV files would be my suggestion. As a side note, check out the JLD2 package. It's a HDF5 compatible format where the package is written in pure Julia.
What are some alternatives?
ISLR.jl - JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
julia - The Julia Programming Language
Plots.jl - Powerful convenience for Julia visualizations and data analysis
Chain.jl - A Julia package for piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.
BlueStyle - A Julia style guide that lives in a blue world
BenchmarkTools.jl - A benchmarking framework for the Julia language
Rocket.jl - Functional reactive programming extensions library for Julia
Makie.jl - Interactive data visualizations and plotting in Julia
PlotDocs.jl - Documentation for Plots.jl
islr-for-gis - A repository for the content that is used and generated while completing independent study on using statistical learning methods in GIS.
julia_titanic_model - Titanic machine learning model and web service