islr-for-gis
| StatsWithJuliaBook | islr-for-gis | |
|---|---|---|
| 6 | 1 | |
| 1,059 | 8 | |
| - | - | |
| 0.0 | 2.4 | |
| about 1 year ago | 7 months 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-for-gis
-
An Introduction to Statistical Learning with Applications in Python
I also went through this book for a GIS course in grad school. https://github.com/gbrunner/islr-for-gis
What are some alternatives?
ISLR.jl - JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
ISLR - Introduction to Statistical Learning
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
Makie.jl - Interactive data visualizations and plotting in Julia
Indicators.jl - Financial market technical analysis & indicators in Julia
MeshCat.jl - WebGL-based 3D visualizer in Julia
HypothesisTests.jl - Hypothesis tests for Julia