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 58 linear regression implementations frameworks tracked. 1 score above 50 (established tier). The highest-rated is stabgan/Multiple-Linear-Regression at 50/100 with 10 stars.

Get all 58 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=linear-regression-implementations&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	stabgan/Multiple-Linear-Regression Implementation of Multiple Linear Regression both in Python and R	50	Established	10	Python
2	SENATOROVAI/Normal-equations-scalar-form-solver-simple-linear-regression-course The normal equations for simple linear regression are a system of two linear...	49	Emerging	18	Jupyter Notebook
3	SENATOROVAI/Normal-equation-solver-multiple-linear-regression-course Multiple Linear Regression (MLR) models the linear relationship between a...	49	Emerging	16	Jupyter Notebook
4	SENATOROVAI/underfitting-overfitting-polynomial-regression-course Underfitting and overfitting are critical concepts in machine learning,...	49	Emerging	16	Python
5	andrescorrada/IntroductionToAlgebraicEvaluation A collection of essays and code on algebraic methods to evaluate noisy...	43	Emerging	37	Jupyter Notebook
6	MathWorks-Teaching-Resources/Machine-Learning-for-Regression Interactive courseware module that introduces typical workflow, setup, and...	40	Emerging	22	MATLAB
7	TatevKaren/data-science-popular-algorithms Data Science algorithms and topics that you must know. (Newly Designed)...	39	Emerging	134	Jupyter Notebook
8	mahdi-eth/Linear-Regression-from-Scratch This project implements a Python-based linear regression model from scratch,...	37	Emerging	14	Jupyter Notebook
9	ZindiAfrica/Machine-Learning Regression and classification solutions	37	Emerging	16	Jupyter Notebook
10	XavierCarrera/Tutorial-Machine-Learning-Regresion-Lineal La regresión linear es un algoritmo clásico de machine learning que es muy...	36	Emerging	14	Jupyter Notebook
11	0xHadyy/LogisticLearn Logistic Regression from Scratch - NumPy implementation with L1 and L2 ...	32	Emerging	24	Jupyter Notebook
12	ascsn/SMLR Linear response studies taking too long? Make those calculations SMLR! This...	32	Emerging	3	Jupyter Notebook
13	raun1997/Linear-Regression-From-Scratch This repo houses a Jupyter Notebook which is intended to walk you through...	30	Emerging	5	Jupyter Notebook
14	4GeeksAcademy/gperdrizet-logistic-regression-project 4Geeks Academy data science boot camp logistic regression assignment	30	Emerging	4	Jupyter Notebook
15	Abidhesh/-Machine-Learning-Packages-for-UiPath-RPA A custom machine learning package for UiPath, designed to implement Linear...	30	Emerging	2	—
16	AboNady/Multiple_Linear_Regression_From_Scratch A very simple Multiple Linear Regression (MLR) algorithm from Scratch. I did...	29	Experimental	1	Python
17	Sarvandani/Machine_learning-deep_learning_11_algorithms-of-regression sklearn, tensorflow, random-forest, adaboost, decision-tress,...	28	Experimental	11	Jupyter Notebook
18	jonathanwilton/PUExtraTrees uPU, nnPU and PN learning with Extra Trees classifier.	27	Experimental	19	Python
19	CarsonScott/Online-Relationship-Learning Unsupervised ML algorithm for predictive modeling and time-series analysis	26	Experimental	40	Python
20	hws1302/linear-regression-from-scratch A data science project for part II physics project E (surveying using stars)	25	Experimental	6	Jupyter Notebook
21	denizbilgin/ML-Logistic-Regression-WithRegularization-DetectMicrochipsHavePassedQAorNot A ML:Logistic Regression algorithm with Regularization about "Detect...	24	Experimental	5	Python
22	stabgan/Simple-Linear-Regression The basic implementation of Simple Linear Regression using both Rython and R	24	Experimental	—	Python
23	azad-academy/MLBasics-Regression A Lesson on Linear, Non-Linear and Logistic Regression.	23	Experimental	3	Jupyter Notebook
24	csinva/mdl-complexity MDL Complexity computations and experiments from the paper "Revisiting...	23	Experimental	18	Jupyter Notebook
25	nisarmasid/4V_Ridge_Lasso_Regression lasso regression is used in this notebook	23	Experimental	3	—
26	Osamsami/Machine-Learning Machine Learning Algorithms (self-study)	22	Experimental	—	Jupyter Notebook
27	Lovepreetin/LogisticRegression_Scratch Logistic Regression implemented from scratch using NumPy without machine...	22	Experimental	—	Jupyter Notebook
28	stabgan/Logistic-Regression Logistic Regression Model both in Python and R	22	Experimental	—	Python
29	krish50507kumar/logistic-regression-from-scratch A feature-packed Logistic Regression engine built from the ground up using...	22	Experimental	—	Jupyter Notebook
30	Bytelost/Regression Machine Learning Class Assignment	21	Experimental	1	Jupyter Notebook
31	PerceptronCipher/regression-under-stress A controlled experiment showing how regression models behave under noise,...	21	Experimental	—	Jupyter Notebook
32	3zhang/Python-Lasso-ElasticNet-Ridge-Regression-with-Customized-Penalties An extension of sklearn's Lasso/ElasticNet/Ridge model to allow users to...	20	Experimental	7	Jupyter Notebook
33	Mo-Ahmed05/Logistic-Regression This project implements a Linear Regression model algorithms, logic and math...	19	Experimental	—	Jupyter Notebook
34	BrenoFariasdaSilva/Simpsons-Family-Recognizer Simpsons Members Recognizer Supervised Machine Learning Algorithm.	18	Experimental	2	Python
35	Prometheussx/Polynomial-Linear-Regression Applying Polynomial Regression to Improve Predictive Accuracy in Nonlinear...	17	Experimental	1	Python
36	AboNady/Simple_Linear_Regression_From_Scratch I have applied the fundamental idea of Linear Regression with Single...	17	Experimental	1	Python
37	SameetAsadullah/Regression-on-Automobile-Dataset Implementing Regression on the given Automobile Data	17	Experimental	1	Jupyter Notebook
38	bijay-odyssey/Regression Regression Machine Learning Projects – Research-oriented portfolio...	16	Experimental	3	Jupyter Notebook
39	Asabalemayor/OIBSIP_DataAnalytics_Task3 The objective of this project is to build a predictive model using linear...	14	Experimental	—	Jupyter Notebook
40	VijayKumarAvula13/7k-books-with-metadata ML pipeline for 7k-books-with-metadata -- regression	14	Experimental	—	Python
41	Joe-Naz01/bias_variance This project diagnoses the bias-variance tradeoff in Decision Tree...	14	Experimental	—	Jupyter Notebook
42	ParthDS02/logistic-regression-numpy Implementation of Logistic Regression from scratch using NumPy and Python....	14	Experimental	—	Jupyter Notebook
43	ZacStryker/work-life-regression Work-life balance regression pipeline	14	Experimental	—	HTML
44	Joe-Naz01/ml_tree This repository explores the performance trade-offs between Tree-based...	13	Experimental	—	Jupyter Notebook
45	Develop-Packt/Introduction-to-Regression In this module you will be introduced to regression which plays an important...	13	Experimental	—	Jupyter Notebook
46	omarTBakr/ML-Deep-Dive implementing essential Machine learning algorithms from scratch	13	Experimental	3	Jupyter Notebook
47	Joe-Naz01/logistic_reg A Python-based machine learning project that explores the impact of the L2...	13	Experimental	—	Jupyter Notebook
48	MahdiAmrollahi/Regression_DT_MLP Simple beginner-friendly Python examples for regression (linear & MLP) and...	12	Experimental	4	Jupyter Notebook
49	gabyfachini/MLrepository A simple Machine Learning project built with Python to demonstrate how a...	11	Experimental	—	Jupyter Notebook
50	surajthesun1024-ui/logistic-regression-minor-project Logistic Regression project using Python	11	Experimental	—	Jupyter Notebook
51	AmeyaDaddikar/Logistic-Regression---ML-AI-Workshop-Submission-COC- This is my submission for the assignment given by the Community Of Coders...	11	Experimental	—	Jupyter Notebook
52	calosor/twostage_regress 2SLS IV regression with Python	11	Experimental	3	—
53	guillaumelauzier/logistic_regression Logistic regression is a classification algorithm used to predict a binary...	11	Experimental	—	C++
54	nisarmasid/4V_Linear-Regression in this notebook, 4V_Linear-Regression is applied on a dataset	11	Experimental	3	—
55	andrejanesic/linear-regression Excercise in coding a simple linear regression model to fit the provided...	11	Experimental	4	HTML
56	nisarmasid/CCPP-data-Linear-Regression-Model in this notebook, the CCPP linear regression is used	11	Experimental	3	—
57	visualmatics/Accuracy-The-Bias-Variance-Tradeoff Accuracy is affected by your model fitting. And, model fitting depends on...	10	Experimental	2	—
58	nehawagh10/Multiple-Linear-Regression Implementation of Multiple Linear Regression in Python using scikit-learn....	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Linear-Regression-from-Scratch and Linear-Regression-From-Scratch (37 vs 30)