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algorithmsbypython

算法/数据结构/Python/剑指offer/机器学习/leetcode

dviz.supp

Supporting materials for Claus Wilke's data visualization book

fivethirtyeight

R package of data and code behind the stories and interactives at FiveThirtyEight

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hu-berlin

Analysis code produced at the Humboldt-Universität zu Berlin

learn-python3

Learn Python 3 Sample Code

learning_web_design_book_by_jennifer_niederst_robbins_home

linear-algebra-with-python

Lecture Notes for Linear Algebra Featuring Python

liuyd56.github.io

mathematics-statistics-for-data-science

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

mlr

Machine Learning in R

mswr-book

Modern Statistics with R

newrepo

notes-python

中文 Python 笔记

ocs-bp-air-pollution

online_r_learning

Online R learning for applied statistics

paswr2e-book

A website for the book "Probability and Statistics with R, Second Edition" (http://alanarnholt.github.io/PASWR2E-Book/)

pmartr

The pmartR R package provides functionality for quality control, normalization, exploratory data analysis, and statistical analysis of mass spectrometry (MS) omics data, in particular proteomic (either at the peptide or the protein level), lipidomic, and metabolomic data. This includes data transformation, specification of groups that are to be com

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

r-1

r-2

Exercises (incl. analyses) with R language (math+statistics)

r-bioinformatics-cookbook

R Bioinformatics Cookbook, published by Packt

r-command

Useful R commands for statistics

r-programming-by-example

R Programming By Example, published by Packt

r-statistics-cookbook

R Statistics Cookbook, published by Packt

r4ds

R for data science: a book

r_for_data_science

Materials for teaching R and tidyverse

r_tips

A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning

rbook

Source files for "Learning Statistics with R"