https://github.com/navdeep-g/stats-and-ml

The wonderful world of Statistics & Machine Learning
https://github.com/navdeep-g/stats-and-ml

Last synced: 12 months ago
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The wonderful world of Statistics & Machine Learning

• Host: GitHub
• URL: https://github.com/navdeep-g/stats-and-ml
• Owner: navdeep-G
• Created: 2015-11-27T05:18:03.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2020-08-25T23:21:49.000Z (almost 6 years ago)
• Last Synced: 2025-03-22T17:44:17.483Z (over 1 year ago)
• Language: MATLAB
• Homepage:
• Size: 23.4 MB
• Stars: 4
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Statistics & Machine Learning

![Statistical Computing](biv_3-600x459.png)

- Materials about mathematical statistics, statistical computing, Bayesian statistics, multivariate statistics, and many other sub-fields of this beautiful discipline along with materials about machine learning, mathematics, & data science.

- Each folder containts code I have written. This can range from simulations, implemenations of algorithms, and some data science examples.

- In addition, there is a file titled `references.md` that contains free references for statistics,mathematics, and machine learning that I personally find useful.

- I take pull requests for anything in this repo as I see fit.

## Structure of Repo

- Bayesian Statistics

- Machine Learning

- Mathematical Statistics/Probability

- Multivariate Statistics

- Statistical Computing

- Time Series

## Software

- Currently, all implementations and scripts are in R, Matlab, and Python