ISLR.jl
| StatsWithJuliaBook | ISLR.jl | |
|---|---|---|
| 6 | 2 | |
| 1,059 | 139 | |
| - | - | |
| 0.0 | 2.6 | |
| about 1 year ago | over 3 years ago | |
| Julia | Jupyter Notebook | |
| MIT License | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
StatsWithJuliaBook
-
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)
-
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?
-
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.
-
Any Books Suggestions for Machine Learning With Julia?
A single Google search sufficed: https://statisticswithjulia.org/
-
Tutorial on beginner inferential statistics?
Here's the corresponding github link to the draft version of the book: https://github.com/h-Klok/StatsWithJuliaBook
ISLR.jl
-
An Introduction to Statistical Learning with Applications in Python
Honestly, I dont think they will have Julia version soon. I converted all the code in this book to Julia sometimes ago:
https://github.com/tndoan/ISLR.jl
-
Tutorial on beginner inferential statistics?
Julia version of ISL https://github.com/tndoan/ISLR.jl
What are some alternatives?
Plots.jl - Powerful convenience for Julia visualizations and data analysis
ISLR-python - An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
BlueStyle - A Julia style guide that lives in a blue world
Julia-DataFrames-Tutorial - A tutorial on Julia DataFrames package
JLD2.jl - HDF5-compatible file format in pure Julia
ISLR - Introduction to Statistical Learning
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.
Makie.jl - Interactive data visualizations and plotting in Julia
HypothesisTests.jl - Hypothesis tests for Julia
Indicators.jl - Financial market technical analysis & indicators in Julia