statistics-learning

There are 6 repositories under statistics-learning topic.

• DefTruth / statistic-learning-R-note

  📒《统计学习方法-李航》学习笔记 200 页 PDF，各种手推公式细节讲解，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。

  statisticsstatistics-learningstatistic-noteslihangmlr
  365

• StatisticalRethinkingJulia / StatisticsWithJuliaPlutoNotebooks.jl

  Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).

  bookjulia-projectpluto-notebooksstatistics-learning
  Language:Julia 80

• kiat / R-Examples

  R Code Examples for Data Analytics

  r-examplesstatistics-coursestatisticsstatistics-learningrrprogramming
  Language:R 32

• lt-shy-john / python-data-analytics-course

  A 12 week intensive course about Python and data science.

  pythondata-analytics-trainingstatisticsstatistics-learning
  Language:HTML 21

• Lisp-Stat / IPS9

  Examples from the book Introduction to the Practice of Statistics

  statistics-learning
  Language:Jupyter Notebook 20

• FanWangEcon / Stat4Econ

  Introductory Statistics for Economists (Undergraduate Intro Course)

  introductory-statisticsstatisticseconomistggplot2tidyverseeconomicsdplyrggplotstatistics-coursestatistics-learningbookdown
  Language:R 17

• VectorPosse / intro_stats

  Introduction to Statistics: an integrated textbook and workbook using R

  statisticsstatistics-coursestatistics-learningrstudentslearning-r
  Language:TeX 16

• cogstat / cogstat

  A simple to use statistical package.

  statisticsstatistics-learningdata-analysis
  Language:Jupyter Notebook 13

• vjcitn / CSHstats

  R vignettes/pkgdown for elementary statistics for a summer course

  statistics-learning
  Language:R 13

• Icelk / std-dev

  Your Swiss Army knife for swiftly processing any amount of data.

  statistics-learningregressionstatisticsrust-lang
  Language:Rust 7

• yaoguangluo / Data_Prediction

  快速计算商旅轨迹 非线性坐标数据分析

  knn-classificationknn-classifiereuclidean-distancesstatistics-learningvector-graphicsattractionsprobabilistic-graphical-modelstracecoordinator-patterndimensionspascalgeometric-modelingpatternradar-measurementsbayesian2d-graphics3d-modelsprediction-modeldata-predictionnlp-machine-learning
  Language:Java 7

• hugoquene / QMS-EN

  Textbook on Quantitative Methods and Statistics (English version, EN), available at https://hugoquene.github.io/QMS-EN/

  statisticsquantitative-methodstextbookutrecht-universitystatistics-coursestatistics-learning
  Language:TeX 6

• ssghirripa / Stats-EEG-Tutorial

  Some materials from my "Introduction to Statistics and EEG Analysis" course, taught in weekly lab meetings.

  eeg-learningstatistics-learning
  6

• liangzp / DP-Streaming-SCO

  Official Implementation of On Optimal Private Online Stochastic Optimization and High Dimensional Decision Making

  contextual-banditsdifferential-privacyhigh-dimensionalonline-convex-optimizationonline-learningstatistics-learningstochastic-optimizationstreaming-data
  Language:Jupyter Notebook 4

• SahilJatoi744 / DS

  DataScience

  ancovaanova-testdatadata-sciencedata-visualizationdeep-learningedahacktoberfesthacktoberfest2022hypothesis-testingmachine-learningmanovastatistics-learningstreamlitstreamlit-applicationstreamlit-dashboardmancova
  Language:Jupyter Notebook 4

• 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.

  statistics-for-data-sciencestatistical-analysisstatistics-learningstatistics-with-rstatisticsstatistics-modeling
  4

• 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.

  analysisdata-sciencestatistical-analysisstatisticsstatistics-learning
  Language:HTML 4

• hugoquene / KMS-NL

  tekstboek Kwantitatieve Methoden en Statistiek (Nederlandstalige versie, NL), beschikbaar via https://hugoquene.github.io/KMS-NL/

  kwantitatieve-methodenquantitative-methodsstatistiekstatisticsstatistics-coursestatistics-learningutrecht-universitynederlandstaligdutch
  Language:TeX 3

• kuixu / StatisticsLearning-JunZhu

  Statistics Learning Course by JunZhu

  statistics-learningmachine-learningdeep-learning
  Language:Terra 3

• alexanderthclark / Stats1101

  Notes for Statistics UN1101, Columbia University

  pythonstatisticsstatistics-coursestatistics-learning
  Language:Jupyter Notebook 2

• John-Almardeny / Statistics_Cheatsheets

  Statistics Cheatsheets

  statisticsstatistics-learningcheatsheetsdata-analysisdata-scienceprobabilityprobability-theoryprobability-distributionsprobability-density-functionprobability-and-statistics
  Language:TeX 2

• x10mrrobot01x / x10mrrobot01x.github.io

  MAT-243 Applied Statistics for STEM Notes

  applied-statisticsdata-sciencejupyter-notebookmathpython3statistics-learningstem
  2

• zhengyu19921215 / AI-Algorithmic-Engineer-Manual

  crflgbmxgboostscikit-learnsparkai-algorithmmachonefoundations-of-mathematicszhuanhuaxiaostatistics-learning
  2

• arsilva87 / statsbook

  Estatística Decodificada (livro)

  statistics-learningbookrjupyter-notebook
  Language:Jupyter Notebook 1

• Cbhihe / COCO-annotations-analysis

  NLP - descriptive statistics of COCO annotations via Python COCO-API

  annotations-datasetmscoco-datasetnatural-language-processingnlppythonstatistics-learning
  1

• fpaupier / spam_classifier

  A simple spam classifier using SVM with a linear kernel.

  machinelearningmatlabsvmsvm-classifiersvm-trainingsvm-learninglinear-kernelstatisticsstatistical-modelscoursera-machine-learningcoursera-assignmentstatistical-learningstatistics-learning
  Language:MATLAB 1
• fstaple.github.io

  fstaple / fstaple.github.io

  fstaple is a free, lightweight, and modern rewrite of stapplet.com.

  ap-statisticsstatisticsstatistics-learning
  Language:JavaScript 1

• jlboat / StatisticalDesign

  Scripts and data from George Casella's Statistical Design

  statistical-modelsstatisticsstatistics-learning
  Language:R 1

• 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)

  machine-learningstatistics-learningnotes
  Language:Jupyter Notebook 1

• npradaschnor / Fundamentals-of-Data-Analytics

  Fundamentals of Data Analytics module. Assignment concerning Anscombe's quartet data set in Jupyter.

  statisticsstatistics-learningdata-analysisanscombesquartet
  Language:Jupyter Notebook 1

• petzi53 / itns-tutorials

  Interactive tutorials for "Introduction to The New Statistics" (ITNS) - WIP

  r-programmingdata-scienceopen-sciencestatisticsstatistics-learningexercisesinteractive-tutorialsitns
  Language:HTML 1
• OxMaths.obsidian

  QSDQSB / OxMaths.obsidian

  QSD.OX.MATHS.OBSIDIAN

  mathematicsobsidianobsidian-notesobsidian-vaultoxfordstatistics-learning
  Language:CSS 1

• 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.

  statistics-learningstatistics-dataanalyticsspss-statistics
  1

• 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

  rrprogrammingrprojectstatisticsstatistics-coursestatistics-learningmachine-learningmachine-learning-algorithmsmachinelearningmachine-intelligencedeep-learningdeeplearningartificial-intelligence
  Language:Jupyter Notebook 1

• 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.

  healthcarecancerfeature-selectionstatistics-learningmachine-learningdatasciencebreast-cancerbreast-cancer-wisconsin
  1

• smarquis25 / Probability-and-Stochastic-Processes-Cheatsheet

  Formula Sheet for Ph.D Qualifying Exams in Probability and Stochastic Processes

  statistics-learningprobability-statisticsstochastic-processesformula-sheetphd-studentsqualifying-examcheatsheetbrownian-motionbrownian-motion-proofsprobability-theoryprobability-and-statisticsmarkov-chainrandom-walk
  1