Projects in Awesome Lists tagged with polynomial-regression
A curated list of projects in awesome lists tagged with polynomial-regression .
https://github.com/susanli2016/machine-learning-with-python
Python code for common Machine Learning Algorithms
decision-trees hierarchical-clustering kmeans-clustering knn-classification lda linear-regression logistic-regression naive-bayes-classifier pca polynomial-regression random-forest svm svr xgboost-algorithm
Last synced: 14 May 2025
https://github.com/susanli2016/Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
decision-trees hierarchical-clustering kmeans-clustering knn-classification lda linear-regression logistic-regression naive-bayes-classifier pca polynomial-regression random-forest svm svr xgboost-algorithm
Last synced: 17 Apr 2025
https://github.com/nishkarshraj/100daysofmlcode
My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1:
100daysofcode 100daysofmlcode artificial-intelligence artificial-neural-networks big-data classification classification-algorithm deep-learning generative-ai hacktoberfest linear-algebra linear-regression llm machine-learning neural-networks polynomial-regression python regression regression-models scikitlearn-machine-learning
Last synced: 15 May 2025
https://github.com/arnaldog12/machine_learning
Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.
adaboost decision-trees feature-selection kmeans knn linear-discriminant-analysis linear-regression logistic-regression machine-learning machine-learning-algorithms multilinear-regression naive-bayes neural-network polynomial-regression principal-component-analysis python redes-neurais-artificiais regression
Last synced: 07 May 2025
https://github.com/Somnibyte/MLKit
A simple machine learning framework written in Swift 🤖
artificial-intelligence backpropagation feedforward-neural-network genetic-algorithm kmeans kmeans-clustering lasso-regression linear-regression machine-learning machine-learning-algorithms machine-learning-library mlkit neural-network polynomial-regression regression ridge-regression swift
Last synced: 05 May 2025
https://github.com/elcorto/pwtools
pwtools is a Python package for pre- and postprocessing of atomistic calculations, mostly targeted to Quantum Espresso, CPMD, CP2K and LAMMPS. It is almost, but not quite, entirely unlike ASE, with some tools extending numpy/scipy. It has a set of powerful parsers and data types for storing calculation data.
ase cp2k cpmd kernel-regression kernel-ridge-regression lammps molecular-dynamics multivariate-regression parameter-sweep polynomial-regression postprocessing preprocessing python quantum-espresso quasi-harmonic-approximation radial-basis-function radial-distribution-function radial-pair-correlation-function sqlite
Last synced: 31 Jan 2025
https://github.com/srohit0/mida
Selected problems and their solutions from the book on "Machine Intelligence in Design Automation"
artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks design-automation electronic-design-automation feedforward-neural-network logistic-regression machine-intelligence machine-learning machine-learning-algorithms neural-network polynomial-regression vlsi vlsi-circuits vlsi-deep-learning vlsi-design vlsi-machine-learning
Last synced: 17 Jun 2025
https://github.com/jbboehr/polynomialregression.php
Calculates and returns coefficients for polynomial regression. (composer package)
deus-vult linear-regression php php-library php8 polynomial-regression
Last synced: 28 Apr 2025
https://github.com/deepraj1729/self-driving-cars
Simulating a Self-Driving Car with basics of Deep Learning and Computer Vision
ai algorithms artificial-intelligence behavioral-cloning classification deep-learning google-colaboratory keras-tensorflow lane-lines-detection neural-networks opencv opencv-python polynomial-regression self-driving-car tensorflow udacity-nanodegree udacity-self-driving-car
Last synced: 01 May 2025
https://github.com/mostafaelhoushi/fos
Implementation of Fast Orthogonal Search (FOS) Algorithm in MATLAB
polynomial-regression regression signal-analysis system-identification
Last synced: 14 Apr 2025
https://github.com/techshot25/healthcare
Insurance cost predictor
bayesian-regression data-analysis data-science linear-regression machine-learning polynomial-regression random-forest-regression
Last synced: 24 Apr 2025
https://github.com/elahe-dastan/newborn
A library for ML algorithms
algorithms dataset go gola knn knn-classification linear-regression logistic-regression machine-learning math-calculation ml polynomial-regression regression
Last synced: 11 Apr 2025
https://github.com/anilkumarteegala/machine-learning-using-python
This repo contains the files created for machine learning using python
apssdc classification engineering ipynb jupyter-notebook logistic-regression machine-learning machine-learning-algorithms mstp multi-skill-training numpy pandas polynomial-regression python3 sklearn
Last synced: 13 Feb 2025
https://github.com/jxareas/linear-regression
Data Wrangling, Linear Models & other misc. Inferential Statistics.
collaborate data-analysis data-science dplyr ggplot2 github jetbrains learn linear-regression poisson-distribution polynomial-regression r regression regression-analysis regression-models
Last synced: 16 May 2025
https://github.com/mnpsnuwan/ml-all-in-one
A collection of machine learning is using python.
graph jupyter-notebook linear-regression logistic-regression machine-learning polynomial-regression python regression
Last synced: 17 Dec 2024
https://github.com/paescebu/polynomialregressionswift
Swift function for calculation of the polynomial regression (least squares fitting) of a given set of points.
ios ipados iphone macosx math polynomial polynomial-regression polynomials swift swift4 swift5
Last synced: 23 Jan 2025
https://github.com/susanli2016/machine-learning-with-r
R codes for common Machine Learning Algorithms
apriori-algorithm decision-trees hierarchical-clustering kmeans-clustering knn lda linear-regression logistic-regression naive-bayes pca polynomial-regression random-forest svm svr xgboost-algorithm
Last synced: 13 Apr 2025
https://github.com/brunocampos01/predict-which-customers-a-call-center-should-contact
Predict which customers should a call-center call for greater assertiveness in a sale
analytics call-center call-center-analytics challenge correlation data-engineering data-science dataset keyrus linear-regression linear-regression-models machine-learning polynomial-regression pt-br python random-forest random-forest-classifier
Last synced: 15 Apr 2025
https://github.com/shaadclt/height-prediction-polynomialregression
This project involves predicting height based on age using polynomial regression in Jupyter Notebook. Polynomial regression is a variation of linear regression that models the relationship between the independent variable (age) and the dependent variable (height) as an nth-degree polynomial.
linear-regression polynomial-features polynomial-regression
Last synced: 10 Apr 2025
https://github.com/dataspieler12345/python-for-ds-ml
My Python learning experience 📚🖥📳📴💻🖱✏
anova-analysis anova-test beautifulsoup lasso-regression machine-learning-algorithms matplotlib matplotlib-pyplot monte-carlo-methods nltk-python numpy-library pandas-library polynomial-regression randomforestclassifier randomforestregressor ridge-regression scikitlearn-machine-learning scipy sckit-learn seaborn t-distribution
Last synced: 10 Jun 2025
https://github.com/bernardjezua/qsps
QSPS: Quadratic Spline and Polynomial Solver - R Shiny App
polynomial-regression quadratic-spline-interpolation r r-shiny r-shiny-app
Last synced: 23 Mar 2025
https://github.com/shivpatri/breast-lesion-classification
Classification of Breast Lesion contours to Benign and Malignant Categories.
breast-cancer-prediction breast-cancer-tumor classification matlab polynomial-regression support-vector-machines
Last synced: 20 Nov 2024
https://github.com/bgr8/makine-ogrenmesi
Machine Learning with Python
data-science hierarchical-clustering k-means-clustering knn-classification linear-regression logistic-regression machine-learning multiple-linear-regression nlp-machine-learning polynomial-regression python
Last synced: 15 Dec 2024
https://github.com/mrp-78/implement-regression
Implement Linear and Polynomial Regression from scratch
linear-regression polynomial-regression
Last synced: 23 Apr 2025
https://github.com/kodekarim/regression
machine learning regression
decision-tree-regression machine-learning multiple-linear-regression polynomial-regression regression simple-linear-regression support-vector-regression visualization
Last synced: 02 Mar 2025
https://github.com/dirktoewe/sleepy
Pure Python extensions for Scikit-Learn.
bezier machine-learning polynomial-regression python regression scikit-learn sklearn
Last synced: 15 Jun 2025
https://github.com/muhthoriqas/fish_weight_prediction_linear_and_polynomial_regression
MID Project Unhas Machine Learning Course
comparison-of-2-machine-learning-models data-science deep-learning fish-weight linear-regression machine-learning mid-project polynomial-regression python
Last synced: 24 Jun 2025
https://github.com/gorosgobe/regression-algorithms
Implementation of different regression algorithms in Java.
java linear-regression matrix-inversion matrix-multiplication multithreading polynomial-regression qr-decomposition regression regression-algorithms regression-models
Last synced: 06 Apr 2025
https://github.com/jxareas/statistical-learning-models
Essential Statistical Learning Methods for Feature Selection, Regression, Classification & Clustering.
linear-regression logistic-regression polynomial-regression
Last synced: 14 Mar 2025
https://github.com/mahmoudnamnam/nyc_taxi_trip_duration_predection
The project aims to predict NYC taxi trip durations using advanced regression techniques. We utilized Polynomial Linear Regression, Ridge Regression, and Lasso Regression for feature extraction and achieved a validation R² score of 0.67. Feature engineering included KMeans clustering, Haversine distance calculation, and date-time feature extraction
clustering jupyter-notebook lasso-regression pandas polynomial-regression ridge-regression sklearn
Last synced: 09 Feb 2025
https://github.com/qtle3/polynomial-regression
This project demonstrates the use of both Linear and Polynomial Regression models to predict salaries based on the position level of employees. By using a dataset that contains position levels and their corresponding salaries, this project showcases the differences between linear and polynomial models in fitting data and making predictions.
data-visualization linear-regression model-comparison polynomial-regression salary-prediction
Last synced: 08 Apr 2025
https://github.com/brian-gl/calculator-bridge-courseroom
CourseRoom Bridge Used By CourseRoom Calculator To Run Evolutive Polinization Optimization Algorithm To Resolve Lineal And Polynomial Regression To Predict Scores
artificial-intelligence bridge evolutionary-algorithm http linear-regression matlab optimization-algorithms polynomial-regression prediction python rest-api
Last synced: 20 Feb 2025
https://github.com/amatofrancesco99/covid-19_new-cases-prediction
Covid-19 fourth wave it's close in Italy, but how we can know when the situation starts to be critical? We want to predict the new cases future trend, with a good model, knowing what happened in previous days.
covid-19 covid-19-italy data-science jupyter-notebook lasso-regression linear-regression new-cases polynomial-regression python ridge-regression spline-regression
Last synced: 16 Mar 2025
https://github.com/wkrzywiec/polish-crops
Machine learning project to find out if price of a wheat in Poland depends on a weather.
decision-tree-regression eurostat imgw jupyter-notebook linear-regression machine-learning matplotlib-pyplot numpy pandas pipenv poland polynomial-regression python random-tree regression-models scikit-learn support-vector-regression
Last synced: 04 Apr 2025
https://github.com/nurulashraf/comparative-regression-fish-dataset
This analysis compares multiple linear regression and polynomial regression models using fish measurement data. It evaluates prediction accuracy through MSE, RMSE, R², and Adjusted R², and tests model performance on newly generated dummy data.
data-science linear-regression machine-learning polynomial-regression
Last synced: 06 May 2025
https://github.com/reshalfahsi/regression
Set of Regression Method
exponential-regression linear-regression polynomial-regression power-regression python regression
Last synced: 04 Mar 2025
https://github.com/yoyolicoris/ML_HW1
My implementation of homework 1 for the Machine Learning class in NCTU (course number 5088).
linear-regression machine-learning polynomial-regression regularization
Last synced: 03 Feb 2025
https://github.com/yoyolicoris/ml_hw1
My implementation of homework 1 for the Machine Learning class in NCTU (course number 5088).
linear-regression machine-learning polynomial-regression regularization
Last synced: 02 Apr 2025
https://github.com/invictusaman/insurance-cost-analysis-regression
Showcasing Simple Linear, Multiple Linear, Polynomial and Ridge Regression on Insurance Cost Dataset to predict insurance price. Also, I have generated a report using Quarto.
jupyter-notebook linear-regression machine-learning multiple-linear-regression notebooks pipeline polynomial-regression quarto regression ridge-regression
Last synced: 05 Apr 2025
https://github.com/harshnevse/rmse-based-assessment-of-model-complexity-and-overfitting-in-polynomial-regression-frameworks
RMSE-Based Assessment of Model Complexity and Overfitting in Polynomial Regression Frameworks
jupyter-notebook machine-learning polynomial-regression python regression-analysis regression-models
Last synced: 22 Jun 2025
https://github.com/deepramazumder/bike-sharing-count-prediction
A Machine Learning project to predict bike-sharing counts using regression models, including linear, polynomial, and regularized techniques
elastic-net-regularization lasso-regularization linear-regression polynomial-regression ridge-regularization
Last synced: 23 Feb 2025
https://github.com/deliprofesor/ridge-regression-for-sales-prediction-model-evaluation-and-hyperparameter-tuning
This project builds and optimizes a model on a dataset using Ridge regression and polynomial features. Model accuracy is enhanced through regularization and polynomial transformations. Grid search and cross-validation are used to find the best parameters, and the model's performance is evaluated.
cross-validation data-science data-visualization grid-search machine-learning model-optimization mse overfitting-prevention polynomial-regression python r2-score regression-analysis regularization ridge-regression rmse scikit-learn
Last synced: 20 Feb 2025
https://github.com/aninditaguha98/global-warming-predictions-and-visualisations
A web application that illustrates the rate at which this change is happening globally, predicting various factors and visualize the correlations among various these factors.
dash gapminder-analysis linear-regression plotly polynomial-regression python
Last synced: 02 Mar 2025
https://github.com/aneeshpatne/regression
Regression
decision-trees knn linear-regression polynomial-regression random-forest regression
Last synced: 02 Mar 2025
https://github.com/deliprofesor/health-score-prediction-model-the-impact-of-lifestyle-and-demographic-factors
A machine learning project predicting health scores based on lifestyle and demographic factors like age, BMI, diet, and exercise. Techniques include Random Forest, Polynomial Regression, and Linear Regression, with a focus on model performance and actionable health insights.
cross-validation data data-science data-visualization feature-engineering linear-regression machine-learning polynomial-regression random-forest
Last synced: 10 Apr 2025
https://github.com/farooqueesamiya/regression-models-for-salary-prediction
In this repository, we will investigate various regression models to predict whether an individual being interviewed is misrepresenting their salary.
decision-tree-regression polynomial-regression random-forest regression-models salary-prediction support-vector-regression
Last synced: 17 Mar 2025
https://github.com/nguyennhukhanh/polynomial-regression
Building Polynomial Regression with Typescript
polynomial-regression polynomialregression typescript
Last synced: 02 Mar 2025
https://github.com/yashmittalz/hr-s-salary-calculation
A machine learning project that uses polynomial regression to predict employee salaries based on experience levels, improving accuracy for non-linear salary structures.
machine-learning non-linear-regression polynomial-regression salary-calculator
Last synced: 16 Jun 2025
https://github.com/mituskillologies/imcc-ds-fdp
The repository of Data Science programs conducted at IMCC College, Pune in December 2023 by MITU Skillologies.
data-science data-visualization decision-tree descriptive-statistics linear-regression logistic-regression machine-learning multiple-linear-regression polynomial-regression predictive-analytics project
Last synced: 03 Mar 2025
https://github.com/sarcode/ml-code-tutorials-udemy
Complete Tutorial Guide with Code for learning ML
apriori-algorithm artificial-neural-networks classification-methods decison-trees heirarchical-clustering kernel-pca kernel-svm kmeans-clustering knearest-neighbor-algorithm logistic-regression natural-language-processing polynomial-regression random-forest scikit-learn svm svr ucb
Last synced: 11 Apr 2025
https://github.com/kolbewilliams/python-linear-regression-and-polynomial-curve-fitting
This project consists of 2 python programs. One allows the user to input a set of data points, and the range of slopes and intercepts they want to test. The program finds the optimal regression line by calculating the error of each slope, intercept combination. The second program performs polynomial curve fitting on user provided data points.
linear-regression polynomial-regression python
Last synced: 18 Mar 2025
https://github.com/erisilver/stanford-machinelearning-ex1
With OCTAVE - For the exercises details, kindly read ex1.pdf in the repo.
cost-functions feature-scaling gradient-descent linear-regression normal-equations octave optimization polynomial-regression
Last synced: 05 May 2025
https://github.com/alphacrypto246/stock-price-movement-prediction
A project leveraging Polynomial Regression to predict stock price movements based on historical data. Includes data preprocessing, feature engineering, visualization, and model evaluation to provide insights for informed trading decisions.
machine-learning numpy pandas polynomial-regression scikit-learn yfinance
Last synced: 05 Apr 2025
https://github.com/charan-akula/rank-prediction-of-a-puc-students-rgukt-rkv-based-on-their-cgpa
It is a Machine Learning it predicts the Ranks of a PUC students who are studying in the RGUKT RKV , based on their CGPA in this model initially i used linear regression , to predict the Ranks but later based on the data visualization i realised to used polynomial Regression to get more accuracy , so this model uses polynomial regression algorithm
linear-regression machine-learning-algorithms polynomial-regression
Last synced: 05 Apr 2025
https://github.com/shriyaak/regressionmodels
In this repository, I have explored various regression algorithms.
decisiontreeregressor multilinearregression polynomial-regression randomforestregressor simplelinearregression support-vector-regression--svr
Last synced: 20 Jun 2025
https://github.com/frgfm/sdcnd-p2-advanced-lane-finding
Advanced lane finding project of Udacity Self-Driving Car Engineer Nanodegree
camera-calibration lane-detection lane-finding opencv polynomial-regression self-driving-car
Last synced: 22 Jun 2025
https://github.com/hokagem/damagedlogginganalyzer
A project about an analization of a statistic of damaged logging (wood) in Germany using Python.
analysis csv csv-parser k-fold-cross-validation numpy pandas pandas-dataframe pandas-python polynomial-regression scikit-learn statistics wood
Last synced: 29 Mar 2025
https://github.com/1adityakadam/weather-history-data-analysis-and-predictive-modeling
The Weather-History-Data-Analysis-and-Predictive-Modeling project predicts weather patterns using regression models and correlation analysis, visualizes relationships, & uses K-Fold cross-validation to enhance model robustness
linear-regression polynomial-regression regularization
Last synced: 05 Apr 2025
https://github.com/rooshmica/concrete-compressive-strength-prediction
Concrete Dataset for Regression Model training
linear-regression machine-learning polynomial-regression python rmse-score scikit-learn
Last synced: 24 Jun 2025
https://github.com/knetic0/concrete-compressive-strength-predictor
🔥 Concrete Compressive Strength Predictor - using KNNR & PR Algorithms.
k-nearest-neighbours k-nearest-neighbours-regressor knnr polynomial-regression predictor
Last synced: 04 Apr 2025
https://github.com/neuraladitya/polynomial_regression_c
A high-performance polynomial regression implementation in pure C with gradient descent optimization and visualization support.
algorithm-implementation c-programming csv-processing data-science data-visualization high-performance-computing machine-learning numerical-computing polynomial-regression regression-analysis
Last synced: 05 Apr 2025
https://github.com/goessl/multipoly
A multivariate polynomial module.
easy lightweight multivariate multivariate-polynomials multivariate-regression numpy pip pip3 polynomial polynomial-regression polynomials pypi python python3
Last synced: 02 Mar 2025
https://github.com/abdulrahmanaymann/data-mining
data mining project involving two tasks: a regression problem and a classification problem.
classification data-mining imputation jupyter-notebook knn linear-regression outlier-detection polynomial-regression preprocessing python regression scaling
Last synced: 21 Mar 2025
https://github.com/nika2811/new-york-city-taxi-fare-prediction
About In this project using New York dataset we will predict the fare price of next trip. The dataset can be downloaded from https://www.kaggle.com/kentonnlp/2014-new-york-city-taxi-trips The dataset contains 8 features along with GPS coordinates of pickup and dropoff
data data-preprocessing data-visualization decision-trees feature-engineering kaggle kaggle-competition linear-regression machine-learning neural-network nyc polynomial-regression ridge-regression scikit-learn taxi taxi-data tensorflow xgboost
Last synced: 06 Apr 2025
https://github.com/ebadshabbir/bluff-detection-model-polynomial_regression-
This project predicts employee salaries based on position levels using Linear and Polynomial Regression models. It trains models with degrees 2, 3, and 4 on a dataset of job titles, position levels, and salaries, and predicts the salary for a position level of 6.5. The results are visualized to compare model performance.
jupyter-notebook linear-regression machine-learning matplotlib-pyplot multiple-linear-regression numpy polynomial-regression python
Last synced: 06 Apr 2025
https://github.com/steq28/polynomial-regression
Polynomial Regression with Gradient Descent using PyTorch. This repo includes functions for plotting polynomials, generating noisy datasets, and training a linear regression model. Features visualizations for loss tracking and coefficient comparison.
gradient-descent polynomial-regression
Last synced: 22 Mar 2025
https://github.com/swapnanildutta/polynomial-regression
Data analysis and visualization on Polynomial Regression using EA Sports FIFA 19 player roster database.
data-science data-visualization fitting-polynomials hacktoberfest hactoberfest2020 machine-learning polynomial-regression python3
Last synced: 25 Feb 2025
https://github.com/anrsgrl/regressions
This project contains examples of Linear, Polynomial, and Logistic Regression models implemented using Python. Explore how different regression techniques can be applied to various datasets 🤖
deep-learning linear-regression logistic-regression mahine-learning polynomial-regression regression scikit-learn
Last synced: 06 Apr 2025
https://github.com/geraq/decision_regions
A little experiment to assest linear and polynomial decision regions in logistic regression.
julia logistic-regression polynomial-features polynomial-regression
Last synced: 22 Mar 2025
https://github.com/type0-1/salary-truth-predictor
A supervised machine learning regression model. Includes problem statement, approach to solution, code, images, dataset, and Jupyter Notebook for interactive analysis.
linear-regression machine-learning matplotlib-pyplot ml numpy pandas polynomial-regression projects scikitlearn-machine-learning support-vector-regression
Last synced: 14 May 2025
https://github.com/bonstats/gcreg
General Constraint Regression Models
constrained-regression mixed-effects monotonicity polynomial-regression r shape-constraints
Last synced: 07 Apr 2025
https://github.com/johnkou97/numericalrecipes
bash differentiation fft fitting integration latex matrix-decompositions minimization neural-network numerical-analysis numerical-methods ode polynomial-regression python random-generation scipy shell sorting-algorithms statistics tex
Last synced: 26 Feb 2025
https://github.com/ayumu098/machine-learning
This is a simple repository of projects that utilize machine learning fundamentals, made as part of the requirements for COE197ML Foundations of Machine Learning (Academic Year 2022-2023) under the Electrical and Electronics Engineering Institute of the University of the Philippines Diliman.
homography polynomial-regression
Last synced: 15 May 2025
https://github.com/msikorski93/predicting-prices-on-king-county-housing-dataset
Predicting house prices using different regression analysis models.
catboost eda gradient-boosting king-county lightgbm linear-regression machine-learning neural-network polynomial-regression real-estate regression-models scikit-learn tensorflow xgboost
Last synced: 26 Feb 2025
https://github.com/har8899/regressions
Learning about Machine Learning Regression models and how they work
decision-tree-regression multiple-linear-regression polynomial-regression random-forest-regressor simple-linear-regression svr-regression-prediction
Last synced: 03 Mar 2025
https://github.com/fauzancodes/statistic-calculator
calculate root mean square, variance, standard deviation, skewness, percentile covariance, pearson product-moment correlation coefficient, spearman correlation coefficient, kendall correlation coefficient, determination coefficient, slope, equation and plot of linear and polynomial regression degree 2 and 3 in various way using python library math, statistics, numpy, scipy and scikit-learn
covariance determination-coefficient equation intercept kendall-correlation-coefficient linear-regression mean median mode pearson-correlation percentile plot polynomial-regression root-mean-square skewness slope spearman-correlation-coefficient standard-deviation statistics variance
Last synced: 23 Mar 2025
https://github.com/pejpero/machine_learning
This repository contains two comprehensive machine learning projects using scikit-learn, demonstrating ensemble learning with a Voting Classifier and the comparison of linear and polynomial regression models on different datasets.
ensemble-learning linear-regression logistic-regression machine-learning polynomial-regression random-forest scikit-learn svm
Last synced: 07 Apr 2025
https://github.com/mahdibehoftadeh/polynomial-regression-co2-emissions
A simple machine learning polynomial regression using a large dataset to learn and predict CO2 emission of a car by its built features like engine size and cylinders
machine-learning matplotlib numpy nural-network pandas polynomial-regression python scikit-learn
Last synced: 07 Apr 2025
https://github.com/antonio-f/ridge_regression_example
Easy Ridge Regression example
easy matplotlib-pyplot polynomial-regression python ridge-regression scikit-learn tutorial
Last synced: 30 Mar 2025
https://github.com/kisaa-fatima/bitcoin-daily-price-forecasting-using-time-series-analysis
This project involves exploring, building, and evaluating different time series forecasting models to predict the daily closing prices of Bitcoin. The models compared include Linear Regression, Polynomial Regression, and ARIMA.
analysis arima-model linear-regression machine-learning-algorithms polynomial polynomial-regression preprocessing python
Last synced: 16 May 2025
https://github.com/ascillitoe/probe-subspaces
Datasets and example code used in the 2020 ASME Turbo Expo Paper "Design space exploration of stagnation temperature probes via dimension reduction".
cfd data-science dimension-reduction effective-quadratures polynomial-regression temperature-probe temperature-sensor
Last synced: 23 Mar 2025
https://github.com/msikorski93/abalone-age-prediction-classification-or-regression-task-improving-model-performance
The age of an abalone can be estimated by cutting its shell, staining it, and counting the number of rings in the shell through a microscope. However, this process is time-consuming, boring, and can cause death to the creature. Therefore, it is necessary to find another non-collision method for age estimation. Other physical measurements, which are easier to collect, can be used to determine the age. The subject of this notebook was to estimate the number of rings based on other independent features: either as a continuous value or as a classification problem. The task was completed successfully and we built our predictive models. With this dataset we are able to perform both regression and classification. We developed two supervised machine learning algorithms with scikit-learn library: polynomial regression and k-nearest neighbors. We also looked up for some techniques to tune up and improve their performance.
classification knn-classification polynomial-regression regression tuning-parameters
Last synced: 09 Jan 2025
https://github.com/alisatodorova/ml-groupwork-1
Group work on Supervised Learning (Linear and Polynomial Regression, Classification), and Unsupervised Learning (Clustering)
classification clustering linear-regression machine-learning polynomial-regression supervised-learning unsupervised-learning
Last synced: 15 Mar 2025
https://github.com/msikorski93/diamond-price-modelling-based-on-their-attributes
The purpose of this notebook is to develop an automated function to predict the price of a diamond based on its given features (cut, color, dimensions, etc.). We will create a machine learning model which can estimate these values. We need to find continuous data, so we will perform a regression task. We will use supervised learning to find the prices.
adaboost-regressor exploratory-data-analysis knearest-neighbor-algorithm polynomial-regression random-forest regression-analysis
Last synced: 10 Jun 2025
https://github.com/udacity-machinelearning-internship/polynomial-regression
Implementing polynomial regression using sckit-learn
machine-learning polynomial-regression sckiit-learn
Last synced: 18 Mar 2025
https://github.com/martn2023/training-regression-models
Introducing 4 regression models, and how to optimize via Gradient Descent
gradient-descent learning-curves linear-regression logistic-regression machine-learning ml polynomial-regression regression-models regularized-linear-regression supervised-learning
Last synced: 19 Feb 2025
https://github.com/barasedih11/polynomial-regression
Implementing polynomial regression using sckit-learn
machine-learning polynomial-regression sckiit-learn
Last synced: 24 Nov 2024
https://github.com/zakircodearchitect/model-capacity-in-regression-analysis
This project examines how model complexity and training size impact prediction stability in polynomial regression. By analyzing models of degrees 1 to 4 with confidence intervals, we gain insights into balancing overfitting and underfitting for optimal model selection.
linear-regression machine-learning polynomial-regression univariate-regressions
Last synced: 19 Feb 2025
https://github.com/ddeepanshu-997/polynomial_regression_in-machine_learning
In this project i am performing the polynomial regression on the given dataset , initially i performed some data preprocessing technique in order to filter out the data flaws then undergoes the process of model building i.e polynomial regression
data-science machine-learning polynomial-regression regression regression-algorithms regression-analysis regression-models
Last synced: 28 Feb 2025
https://github.com/beliavsky/starpac
Standards Time Series and Regression Package, a library of Fortran subroutines for statistical data analysis developed by the Statistical Engineering Division of the National Institute of Standards and Technology
arima autocorrelation fft forecasting gamma-function nonlinear-least-squares periodogram polynomial-regression rng statistics time-series-analysis
Last synced: 25 Mar 2025
https://github.com/bkataru/physics-e.e
Project repository for IB physics extended essay. Topic: Predictive data modeling of a variable binary star’s brightness over a period of time using astrostatistics.
astrometry astronomical-algorithms astronomical-images astronomy astrophotography astrostatistics data-analysis data-science data-visualization modeling physics polynomial-regression regression-analysis
Last synced: 09 Apr 2025
https://github.com/msikorski93/linear-regression-from-scratch
Different solutions of linear and polynomial regression made from scratch.
from-scratch linear-regression numpy polynomial-regression tensorflow
Last synced: 19 Feb 2025