Retour au classement

mavam/stat-cookbook

TeXstatistics.zone

:orange_book: The probability and statistics cookbook

probabilitystatisticscheatsheetcookbook
Croissance des étoiles
Étoiles
2.3k
Forks
345
Croissance hebdomadaire
Issues
0
1k2k
sept. 2012avr. 2017déc. 2021juil. 2026
README

The probability and statistics cookbook contains a succinct representation of various topics in probability theory and statistics. It provides a comprehensive mathematical reference reduced to its essence, rather than aiming for elaborate explanations.

Feel encouraged to extend the cookbook by forking it and submitting pull requests.

Build Setup

You can build the cookbook locally via:

make

This first generates the distribution plots via R and then compiles the LaTeX source. You may have to install a few missing packages via CRAN.

License

This work is licensed under a Attribution-NonCommercial-ShareAlike 4.0 International License.

Creative Commons License

Dépôts similaires
kmario23/deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

HTMLmachine-learningdeep-learning
deep-learning-drizzle.github.io
12.9k3k
ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

machine-learningdeep-learning
7.7k1.1k
HenryNdubuaku/maths-cs-ai-compendium

Become a cracked AI/ML Research Engineer

TypeScriptnpmApache License 2.0algorithmsdeep-learning
7k839
jonkrohn/ML-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Jupyter NotebookMIT Licensemachine-learningdata-science
4.8k2.3k
Moataz-Elmesmary/Data-Science-Roadmap

Data Science Roadmap from A to Z

MIT Licensedata-analysisdata-engineering
linkedin.com/posts/moatazelmesmary_github-moataz-elmesmarydata-science-roadmap-activity-6974293994960769024-yCdi
4.3k609
markrogoyski/math-php

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

PHPPackagistMIT Licensemathmathematics
2.4k239
orico/www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

machine-learningdeep-learning
mlcompendium.com
2.2k237
graykode/distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Researchers

PythonPyPIMIT Licensedeep-learningmathmatics
1.6k379
valeman/awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

Otherconformal-predictionpython
1.3k118
telmo-correa/all-of-statistics

Self-study on Larry Wasserman's "All of Statistics"

Jupyter Notebookstatisticssolutions
1.2k325
tirthajyoti/Stats-Maths-with-Python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Jupyter NotebookMIT Licensestatisticspython
1k378
DrWaleedAYousef/Teaching

Teaching Materials for Dr. Waleed A. Yousef

MathematicaGNU General Public License v3.0computer-sciencemathematics
wy.helwan.edu.eg
1k316