statistics-learning
There are 77 repositories under statistics-learning topic.
DefTruth/statistic-learning-R-note
📒《统计学习方法-李航》200页PDF手推公式细节讲解，包含详细的目录以及R语言代码实现，可结合《统计学习方法》提高学习效率，适合机器学习、深度学习初学者。
StatisticalRethinkingJulia/StatisticsWithJuliaPlutoNotebooks.jl
Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).
kiat/R-Examples
R Code Examples for Data Analytics
lt-shy-john/python-data-analytics-course
A 12 week intensive course about Python and data science.
Lisp-Stat/IPS9
Examples from the book Introduction to the Practice of Statistics
FanWangEcon/Stat4Econ
Introductory Statistics for Economists (Undergraduate Intro Course)
VectorPosse/intro_stats
Introduction to Statistics: an integrated textbook and workbook using R
cogstat/cogstat
A simple to use statistical package.
vjcitn/CSHstats
R vignettes/pkgdown for elementary statistics for a summer course
Icelk/std-dev
Your Swiss Army knife for swiftly processing any amount of data.
yaoguangluo/Data_Prediction
快速计算商旅轨迹 非线性坐标数据分析
hugoquene/QMS-EN
Textbook on Quantitative Methods and Statistics (English version, EN), available at https://hugoquene.github.io/QMS-EN/
ssghirripa/Stats-EEG-Tutorial
Some materials from my "Introduction to Statistics and EEG Analysis" course, taught in weekly lab meetings.
yashksaini-coder/Statistics-For-Data-Science
Statistics is a vital foundation for data science and machine learning, offering insights into data behavior through probability, distributions, and key analyses like T Test and Chi-Square.
suneelpatel/Statistics-for-Data-Science-using-R
Learn the core statistical concepts, followed by application of these concepts using R Studio with the a nice combination of theory and practice. Learn key statistical concepts and techniques like exploratory data analysis, correlation, regression, and inference.
liangzp/DP-Streaming-SCO
Official Implementation of On Optimal Private Online Stochastic Optimization and High Dimensional Decision Making
SahilJatoi744/DS
DataScience
hugoquene/KMS-NL
tekstboek Kwantitatieve Methoden en Statistiek (Nederlandstalige versie, NL), beschikbaar via https://hugoquene.github.io/KMS-NL/
kuixu/StatisticsLearning-JunZhu
Statistics Learning Course by JunZhu
alexanderthclark/Stats1101
Notes for Statistics UN1101, Columbia University
John-Almardeny/Statistics_Cheatsheets
Statistics Cheatsheets
QSDQSB/OxMaths.obsidian
QSD.OX.MATHS.OBSIDIAN
x10mrrobot01x/x10mrrobot01x.github.io
MAT-243 Applied Statistics for STEM Notes
arsilva87/statsbook
Estatística Decodificada (livro)
Cbhihe/COCO-annotations-analysis
NLP - descriptive statistics of COCO annotations via Python COCO-API
fstaple/fstaple.github.io
fstaple is a free, lightweight, and modern rewrite of stapplet.com.
jlboat/StatisticalDesign
Scripts and data from George Casella's Statistical Design
kaixiangw/Machine_Learning
Some notes and codes in the process of learning machine learning | 机器学习基础算法的笔记和代码 | KNN (k近邻) | Linear Model (线性模型) | SVM (支持向量机) | Decision Tree (决策树)
npradaschnor/Fundamentals-of-Data-Analytics
Fundamentals of Data Analytics module. Assignment concerning Anscombe's quartet data set in Jupyter.
petzi53/itns-tutorials
Interactive tutorials for "Introduction to The New Statistics" (ITNS) - WIP
RichardSaldanha07/Statistical-Analysis-on-the-views-of-Americans-on-science-and-technology-development
Statistical Analysis on the Views of Americans in the field of science and technology development in the distinct future.
sarincr/R-Programming-Basics
R is a programming language and free software environment for statistical computing and graphics supported by the R Foundation for Statistical Computing. Sample exersies of R Programming for Machine learning for training an developmeny
scottherford/breastCancer
Features are computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. They describe characteristics of the cell nuclei present in the image.
shubvats/SkinDetection-KMeansClustering
This repository contains MATLAB code for skin detection using k-means color clustering. The project aims to segment skin regions in images of hands with different backgrounds by implementing repetitive k-means clustering and probability thresholding.
smarquis25/Probability-and-Stochastic-Processes-Cheatsheet
Formula Sheet for Ph.D Qualifying Exams in Probability and Stochastic Processes