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statistics
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47 search results found
Stat Cookbook
⭐
2,102
📙 The probability and statistics cookbook
Statistics For Data Scientists
⭐
851
Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"
Statswithjuliabook
⭐
760
Statistical Rethinking With Python And Pymc3
⭐
674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Book
⭐
316
This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.
Data8 Textbook Zh
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296
📖 [译] UCB DATA8 计算与推断思维
Prob Stats
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283
Probability and Statistics: a simulation-based introduction. An open-access book.
Statsintro
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236
Introduction to Statistics
Data Science Live Book
⭐
177
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
Appliedstats
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151
📊 Methods of Applied Statistics Course Textbook Repository
Statistics For Machine Learning
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132
Statistics for Machine Learning, published by Packt
Introduction_to_statistical_learning_summary_python
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109
Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.
Statistics
⭐
100
An open statistics textbook for Psychology undergraduates
Sde
⭐
90
Example codes for the book Applied Stochastic Differential Equations
Data Science Notes
⭐
75
Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)
Statisticswithjuliaplutonotebooks.jl
⭐
74
Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).
React Boilerplate
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73
Boilerplate for the "SurviveJS - React" book
Book
⭐
67
Goodreads Toolbox
⭐
67
9 tools for Goodreads.com, for finding people based on the books they’ve read, finding books popular among the people you follow, following new book reviews, etc
Strbook
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66
Supplementary package for "Spatio-Temporal Statistics with R" by C.K. Wikle, A. Zammit-Mangion, and N. Cressie
Geospatial Data Science With Julia
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65
Geospatial Data Science with Julia
Bayesdataanalysiswithpymc
⭐
64
Python (PyMC) adaptation of the R code from "Doing Bayesian Data Analysis"
Helioml
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61
A book about machine learning, statistics, and data mining for heliophysics
Awesome Datascience Python
⭐
56
Awesome list Data Science and Python. 🐍
Tlverse Handbook
⭐
51
🎯 📕 Targeted Learning in R: A Causal Data Science Handbook
Reading
⭐
48
A collection of papers and books that Storey Lab members should read and others may find useful
Tales Science Data
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40
WORK UNDER RESTRUCTURING
Lsj Book
⭐
38
Source files for "learning statistics with jamovi"
Practical_statistics_for_data_scientists
⭐
31
This repository has the Python equivalent code for the book Practical Statistics for Data Scientists: 50 Essential Concepts, by Peter Bruce and Andrew Bruce. This 1st edition book, by O'reilly Media, is a compact reference that explains 50 of the main concepts, that every aspiring Data Scientists should know.
Textbooks
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25
📚 Openstax Textbooks ported to GitHub and hosted on GH Pages
Essential Statistics For Non Stem Data Analysts
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25
Hands-On Statistics for Data Science, published by Packt
Statistics From Data To Conclusion 4e
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22
《统计学:从数据到结论》第四版 吴喜之 的数据文件与代码 | The data and code files of book "statistics: from data to conclusion, 4th edition"
Statistics For Data Science
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19
Statistics for Data Science, published by Packt
Ml Journey
⭐
19
A curated collection of free learning resources on topics related to Machine Learning.
Stats Ds Book
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18
http://cranmer.github.io/stats-ds-book
Boast
⭐
14
Book Of Apps for Statistics Teaching
Data Science Curriculum
⭐
14
My data science curriculum
Data Science Resources
⭐
14
List 📋 of Books📚, Courses 💻 for Data Science 📊
Steem Guides
⭐
13
a guidline book for steem in Chinese
Data Science Skill
⭐
13
Collection of Courses and Books needed for Data Science learning.
Random_phenomena_by_babatunde_ogunnaike
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11
📖 Solutions of exercises from the book "Random Phenomena: Fundamentals of Probability and Statistics for Engineers" by Babatunde Ogunnaike.
Resampling With
⭐
10
Source repository for third edition of "Resampling: The New Statistics"
Free Resources Books Papers
⭐
10
Books and Papers in Mathematics, Econometrics, Machine Learning, Finance etc for different levels that can be useful for Data Scientists, Developers and everyone whoo is interesting in STEM.
All Of Statistics Exercises
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10
This repo documents some of my drafted solutions to the exercises from All of Statistics by Larry Wasserman. This repo only contains solutions to exercises that requires computer experiment. The book is a handy reference to most concepts of statistics.
Ts
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9
📓 "An Introduction to Time Series Analysis with R" is a text which is currently under development and aims at giving readers a general overview of the main aspects that characterise time series and the most common tools used for their analysis.
Books
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8
R & Stats Books and Websites that I think are good.
Springer Books
⭐
7
An scrappeR of Springer books
Crobat
⭐
7
Academic python library that records changes to instances of the limit order book for pairs supported on the coinbase exchange.
Awesome Pharmacometrics
⭐
7
a currated list of pharmacometrics material
Stan Book
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6
Repository for book "Bayesian Statistics Using Stan", text files in Rmarkdown, plus example data, Stan models, and scripts
Islp
⭐
6
Python codes for the book, An Introduction to Statistical Learning with Applications in R (ISLR)
Paswr2e Book
⭐
5
A website for the book "Probability and Statistics with R, Second Edition" (http://alanarnholt.github.io/PASWR2E-Book/)
Machine Learning Python Bootcamp
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5
Basic exercises on Machine Learning with Python , Reference Book : Python for Probability, Statistics, and Machine Learning by José Unpingco
Openintro_statistics_labs
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5
R labs for the book OpenIntro Statistics (https://www.openintro.org/stat/)
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