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Multivariatestats.jl ⭐ 359

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

Aulas da Escola de Inteligência Artificial de São Paulo

Machine Learning ⭐ 161

This repository contains implementations of all Machine Learning Algorithms from scratch in Python. Mathematics required for ML and many projects have also been included.

📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.

Compendium Of Free Ml Reading Resources ⭐ 106

Compendium of free ML reading resources

Piecewise Regression ⭐ 76

piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.

Flatiron School Data Science Curriculum Resources ⭐ 75

Lesson material on data science and machine learning topics/concepts

Ineuron Full Stack Data Science Assignments ⭐ 68

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

Undergraduate In Statistics ⭐ 59

Using Computer with your Statistics Major Course

Python module for performing linear regression for data with measurement errors and intrinsic scatter

25daysinmachinelearning ⭐ 48

I will update this repository to learn Machine learning with python with statistics content and materials

An introductory statistics course for social scientists, using Stata

A Guide To Machine Learning In R ⭐ 17

A series of articles to get started into the field of Machine Learning with R language

Statistics Linreg ⭐ 15

Linear Regression in Haskell

Mdl Complexity ⭐ 15

MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".

Linregress ⭐ 14

ordinary least squared linear regression with some basic statistics

Predicting Baseball Statistics ⭐ 14

Predicting Baseball Statistics: Classification and Regression Applications in Python Using scikit-learn

Interactive Simple Linear Regression ⭐ 14

A PureScript, browser-based implementation of simple linear regression.

FAST Change Point Detection in R

Trendline ⭐ 12

Generate a trend line using linear regression

Dataquest ⭐ 12

Data Science Massive Open Online Course: All the code, notes and supplementary materials generated during the course of my data scientific learning.

📈 Useful notes and personal collections about statistics.

Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features

Kernel Localized Linear Regression (KLLR)

An R implementation of Models As Approximations

Machine Learning Lecture Notes ⭐ 9

Lecture notes and codes for machine learning

Machine Learning And Deep Learning ⭐ 8

A repository of my activities, jupyter notebooks, datasets, projects, and resources used in machine learning algorithms for data science and deep learning

Files for the projects in the Coursera Statistics with R specialization.

A Java Library for Statistics, Data Analysis and Visualization.

Machine Learning ⭐ 7

Fundamentals & projects

simple math (linear algebra, statistics) library in typescript - no dependencies

Statisticalmodeling ⭐ 7

Specification language for generating Generalized Linear Models (with or without mixed effects) from conceptual models

Rsb R Stats Biology ⭐ 6

Second year of the workshop series on biological statistics in R at RSB, ANU.

A simple gem for statistics.

Set of functions to semi-automatically build and test Ordinary Least Squares (OLS) models in R in parallel.

Statsassume ⭐ 5

Automating Assumption Checks for Regression Models (Work in Progress)

Hyperbolicfitdll ⭐ 5

This is an open source library that can be used to autofocus telescopes. It uses a novel algorithm based on robust statistics. For a preprint, see https://arxiv.org/abs/2201.12466 .The library is currently used in Astro Photography tool (APT) https://www.astrophotography.app/

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