Linear Regression Implementations ML Frameworks

Educational implementations and tutorials of linear regression models including simple, multiple, and polynomial variants. Does NOT include other regression types (logistic, support vector), general regression frameworks, or non-regression ML algorithms.

There are 48 linear regression implementations frameworks tracked. The highest-rated is SENATOROVAI/underfitting-overfitting-polynomial-regression-course at 43/100 with 16 stars.

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#	Framework	Score	Tier	Stars	Language
1	SENATOROVAI/underfitting-overfitting-polynomial-regression-course Underfitting and overfitting are critical concepts in machine learning,...	43	Emerging	16	Python
2	SENATOROVAI/Normal-equation-solver-multiple-linear-regression-course Multiple Linear Regression (MLR) models the linear relationship between a...	43	Emerging	16	Jupyter Notebook
3	SENATOROVAI/Normal-equations-scalar-form-solver-simple-linear-regression-course The normal equations for simple linear regression are a system of two linear...	43	Emerging	18	Jupyter Notebook
4	stabgan/Multiple-Linear-Regression Implementation of Multiple Linear Regression both in Python and R	43	Emerging	10	Python
5	MathWorks-Teaching-Resources/Machine-Learning-for-Regression Interactive courseware module that introduces typical workflow, setup, and...	37	Emerging	22	MATLAB
6	andrescorrada/IntroductionToAlgebraicEvaluation A collection of essays and code on algebraic methods to evaluate noisy...	36	Emerging	37	Jupyter Notebook
7	TatevKaren/data-science-popular-algorithms Data Science algorithms and topics that you must know. (Newly Designed)...	32	Emerging	134	Jupyter Notebook
8	ZindiAfrica/Machine-Learning Regression and classification solutions	30	Emerging	16	Jupyter Notebook
9	mahdi-eth/Linear-Regression-from-Scratch This project implements a Python-based linear regression model from scratch,...	30	Emerging	14	Jupyter Notebook
10	ascsn/SMLR Linear response studies taking too long? Make those calculations SMLR! This...	29	Experimental	3	Jupyter Notebook
11	XavierCarrera/Tutorial-Machine-Learning-Regresion-Lineal La regresión linear es un algoritmo clásico de machine learning que es muy...	29	Experimental	14	Jupyter Notebook
12	0xHadyy/LogisticLearn Logistic Regression from Scratch - NumPy implementation with L1 and L2 ...	26	Experimental	24	Jupyter Notebook
13	stabgan/Simple-Linear-Regression The basic implementation of Simple Linear Regression using both Rython and R	24	Experimental	—	Python
14	4GeeksAcademy/gperdrizet-logistic-regression-project 4Geeks Academy data science boot camp logistic regression assignment	23	Experimental	4	Jupyter Notebook
15	raun1997/Linear-Regression-From-Scratch This repo houses a Jupyter Notebook which is intended to walk you through...	23	Experimental	5	Jupyter Notebook
16	Abidhesh/-Machine-Learning-Packages-for-UiPath-RPA A custom machine learning package for UiPath, designed to implement Linear...	23	Experimental	2	—
17	Osamsami/Machine-Learning Machine Learning Algorithms (self-study)	22	Experimental	—	Jupyter Notebook
18	krish50507kumar/logistic-regression-from-scratch A feature-packed Logistic Regression engine built from the ground up using...	22	Experimental	—	Jupyter Notebook
19	Lovepreetin/LogisticRegression_Scratch Logistic Regression implemented from scratch using NumPy without machine...	22	Experimental	—	Jupyter Notebook
20	stabgan/Logistic-Regression Logistic Regression Model both in Python and R	22	Experimental	—	Python
21	AboNady/Multiple_Linear_Regression_From_Scratch A very simple Multiple Linear Regression (MLR) algorithm from Scratch. I did...	22	Experimental	1	Python
22	Sarvandani/Machine_learning-deep_learning_11_algorithms-of-regression sklearn, tensorflow, random-forest, adaboost, decision-tress,...	21	Experimental	11	Jupyter Notebook
23	jonathanwilton/PUExtraTrees uPU, nnPU and PN learning with Extra Trees classifier.	20	Experimental	19	Python
24	CarsonScott/Online-Relationship-Learning Unsupervised ML algorithm for predictive modeling and time-series analysis	19	Experimental	40	Python
25	Mo-Ahmed05/Logistic-Regression This project implements a Linear Regression model algorithms, logic and math...	19	Experimental	—	Jupyter Notebook
26	PerceptronCipher/regression-under-stress A controlled experiment showing how regression models behave under noise,...	19	Experimental	—	Jupyter Notebook
27	hws1302/linear-regression-from-scratch A data science project for part II physics project E (surveying using stars)	18	Experimental	6	Jupyter Notebook
28	denizbilgin/ML-Logistic-Regression-WithRegularization-DetectMicrochipsHavePassedQAorNot A ML:Logistic Regression algorithm with Regularization about "Detect...	17	Experimental	5	Python
29	nisarmasid/4V_Ridge_Lasso_Regression lasso regression is used in this notebook	16	Experimental	3	—
30	azad-academy/MLBasics-Regression A Lesson on Linear, Non-Linear and Logistic Regression.	16	Experimental	3	Jupyter Notebook
31	csinva/mdl-complexity MDL Complexity computations and experiments from the paper "Revisiting...	16	Experimental	18	Jupyter Notebook
32	VijayKumarAvula13/7k-books-with-metadata ML pipeline for 7k-books-with-metadata -- regression	14	Experimental	—	Python
33	ZacStryker/work-life-regression Work-life balance regression pipeline	14	Experimental	—	HTML
34	ParthDS02/logistic-regression-numpy Implementation of Logistic Regression from scratch using NumPy and Python....	14	Experimental	—	Jupyter Notebook
35	Bytelost/Regression Machine Learning Class Assignment	14	Experimental	1	Jupyter Notebook
36	gabyfachini/MLrepository A simple Machine Learning project built with Python to demonstrate how a...	14	Experimental	—	Jupyter Notebook
37	Joe-Naz01/bias_variance This project diagnoses the bias-variance tradeoff in Decision Tree...	14	Experimental	—	Jupyter Notebook
38	Asabalemayor/OIBSIP_DataAnalytics_Task3 The objective of this project is to build a predictive model using linear...	14	Experimental	—	Jupyter Notebook
39	surajthesun1024-ui/logistic-regression-minor-project Logistic Regression project using Python	14	Experimental	—	Jupyter Notebook
40	3zhang/Python-Lasso-ElasticNet-Ridge-Regression-with-Customized-Penalties An extension of sklearn's Lasso/ElasticNet/Ridge model to allow users to...	13	Experimental	7	Jupyter Notebook
41	Develop-Packt/Introduction-to-Regression In this module you will be introduced to regression which plays an important...	11	Experimental	—	Jupyter Notebook
42	Joe-Naz01/ml_tree This repository explores the performance trade-offs between Tree-based...	11	Experimental	—	Jupyter Notebook
43	Joe-Naz01/logistic_reg A Python-based machine learning project that explores the impact of the L2...	11	Experimental	—	Jupyter Notebook
44	BrenoFariasdaSilva/Simpsons-Family-Recognizer Simpsons Members Recognizer Supervised Machine Learning Algorithm.	11	Experimental	2	Python
45	SameetAsadullah/Regression-on-Automobile-Dataset Implementing Regression on the given Automobile Data	10	Experimental	1	Jupyter Notebook
46	AboNady/Simple_Linear_Regression_From_Scratch I have applied the fundamental idea of Linear Regression with Single...	10	Experimental	1	Python
47	Prometheussx/Polynomial-Linear-Regression Applying Polynomial Regression to Improve Predictive Accuracy in Nonlinear...	10	Experimental	1	Python
48	bijay-odyssey/Regression Regression Machine Learning Projects – Research-oriented portfolio...	10	Experimental	3	Jupyter Notebook

Comparisons in this category

Linear-Regression-from-Scratch and Linear-Regression-From-Scratch (30 vs 23) Multiple-Linear-Regression and Simple-Linear-Regression (43 vs 24)