https://github.com/epogrebnyak/mlmw
Machine Learning My Way (MLMW): a self-study guide for probability, statistics, econometrics and machine learning.
https://github.com/epogrebnyak/mlmw
deep-learning econometrics machine-learning probability statistics
Last synced: 9 months ago
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Machine Learning My Way (MLMW): a self-study guide for probability, statistics, econometrics and machine learning.
- Host: GitHub
- URL: https://github.com/epogrebnyak/mlmw
- Owner: epogrebnyak
- Created: 2024-03-31T19:43:13.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-10-19T14:35:39.000Z (over 1 year ago)
- Last Synced: 2025-01-20T02:34:15.563Z (over 1 year ago)
- Topics: deep-learning, econometrics, machine-learning, probability, statistics
- Language: Python
- Homepage: https://trics.me
- Size: 23.2 MB
- Stars: 8
- Watchers: 4
- Forks: 0
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
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README
# Machine Learning My Way (MLMW)
This is the source repo for [trics.me](https://trics.me/),
a machine learning study guide with free textbooks, open review articles,
and selected Reddit discussions.
This is a successor project to [Econometrics Navigator](https://epogrebnyak.github.io/econometrics-navigator/),
a website I ran in 2018-2020.
## Website name
The website name "[trics.me](https://trics.me/)" was originally derived from the word "econome*trics*",
but could also be read as a combination of
[tricks](https://stanford.edu/~shervine/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks)
and [metrics](https://www.reddit.com/r/MachineLearning/comments/13t4kul/d_what_evaluation_metrics_that_actually_matters/).
## Stay up-to-date
- Subscribe to the [mailing list](https://buttondown.email/mlmw)
- Join [r/ml_my_way subreddit](https://www.reddit.com/r/ml_my_way/)
- Join the MLMW [Telegram group](https://t.me/ml_my_way)
## Website tools
- `mdbook` static site generator
- `just` command runner
- `prettier` formatter
- `typst` PDF generator
- `pandoc` converter
- Google Docs
- Github Pages and `ghp-import` uploader
- buttondown.email for the free mailing list