visualize-ml/book5_essentials-of-probability-and-statistics — explained in plain English
Analysis updated 2026-05-18
Follow along with a probability and statistics textbook using runnable notebooks
Explore likely topics such as probability distributions and statistical inference
Access links to related books in the Iris Book Series
Report typos to potentially receive a free copy of the book
| visualize-ml/book5_essentials-of-probability-and-statistics | jrjohansson/scientific-python-lectures | xinyu1205/recognize-anything | |
|---|---|---|---|
| Stars | 3,646 | 3,645 | 3,640 |
| Language | Jupyter Notebook | Jupyter Notebook | Jupyter Notebook |
| Setup difficulty | easy | easy | moderate |
| Complexity | 2/5 | 1/5 | 4/5 |
| Audience | data | researcher | researcher |
Figures from each repo's GitHub metadata at analysis time.
README is written in Chinese and gives minimal detail on notebook contents.
This repository is the companion code and notebooks for a Chinese-language textbook on probability and statistics, part of a series called the Iris Book Series. The series is described as bridging basic arithmetic and machine learning, with this particular volume covering statistical concepts. The README is written in Chinese and is very brief. It provides links to a Chinese knowledge-sharing platform where discounted entry points to three related books in the series can be found, covering statistics, mathematics essentials, and matrix topics. There is a short note saying the open-source resources are permanently available, and a mention that readers who report typos or errors may receive a copy of the book as thanks. The repository itself is marked as containing Jupyter Notebooks, which are interactive documents that mix explanatory text with runnable code. Based on the repository name and the series context, the notebooks likely cover probability distributions, statistical inference, regression, PCA (a technique for reducing data complexity), and related topics that feed into machine learning foundations. However, the README does not describe the notebook contents directly, so the specific coverage is not confirmed from the available text.
Companion Jupyter notebooks for a Chinese-language textbook on probability and statistics.
Mainly Jupyter Notebook. The stack also includes Jupyter Notebook, Python.
The README does not state a license.
Setup difficulty is rated easy, with roughly 30min to a first successful run.
Mainly data.
This repo across BitVibe Labs
Verify against the repo before relying on details.