RobustModels.jl
| RobustModels.jl | StatsWithJuliaBook | |
|---|---|---|
| 1 | 6 | |
| 34 | 1,059 | |
| - | - | |
| 5.1 | 0.0 | |
| 10 months ago | about 1 year ago | |
| Julia | Julia | |
| MIT License | MIT License |
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RobustModels.jl
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Winsorization at the 95th percentiles
robust regression e.g. via https://github.com/getzze/RobustModels.jl
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
What are some alternatives?
Franklin.jl - (yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.
ISLR.jl - JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
Makie.jl - Interactive data visualizations and plotting in Julia
Plots.jl - Powerful convenience for Julia visualizations and data analysis
BlueStyle - A Julia style guide that lives in a blue world
JLD2.jl - HDF5-compatible file format in pure Julia
BenchmarkTools.jl - A benchmarking framework for the Julia language
islr-for-gis - A repository for the content that is used and generated while completing independent study on using statistical learning methods in GIS.
Indicators.jl - Financial market technical analysis & indicators in Julia
MeshCat.jl - WebGL-based 3D visualizer in Julia
ISLR - Introduction to Statistical Learning