Projects in Awesome Lists tagged with support-vector-regression

https://github.com/howardyclo/nthu-machine-learning

NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.

adaboost assignment course-materials deep-learning deep-neural-networks machine-learning neural-network nthu support-vector-classifier support-vector-machines support-vector-regression svm svr

Last synced: 17 Mar 2026

https://github.com/madsjulia/svr.jl

Support Vector Regression for Unsupervised Machine Learning

data-analysis data-analytics libsvm machine-learning mads model-analysis model-reduction regression support-vector-machine support-vector-machines support-vector-regression

Last synced: 22 Apr 2025

https://github.com/banaankiamanesh/dl-for-navigation

Implementation of Regression Models on Navigation with IMUs.

9-axis-imu ahrs bno055 bosch cpp datacollection deeplearning imu knn-regression navigation neural-networks python python3 raspberry-pi recurrent-neural-network recurrent-neural-networks regression-models support-vector-regression tensorflow2

Last synced: 13 Apr 2025

https://github.com/huajh/age_estimation_via_fastaams

Age Estimation via fastAAMs

active-appearance-models age-estimation feature-extraction morph support-vector-regression svm

Last synced: 29 Oct 2025

https://github.com/samankhamesian/imputation-of-missing-values

This project is an implementation of hybrid method for imputation of missing values

fuzzy-cmeans-clustering fuzzy-logic genetic-algorithm hybrid-application imputation missing-data missing-values python support-vector-regression

Last synced: 30 Jul 2025

https://github.com/vinicius999/icu-beds-forecast-covid-19-brazil

Predição do percentual de ocupação de leitos de UTI no Brasil devido a pandemia do COVID-19 tendo como base a evolução da vacinação, usando Support Vector Regression (SVR)

covid-19 gridsearch-tuning matplotlib numpy pandas plotly python sklearn support-vector-regression

Last synced: 09 Mar 2026

https://github.com/shaadclt/salary-prediction-supportvectorregressor

This project involves the prediction of salary based on position using Support Vector Regression (SVR) in Jupyter Notebook. The dataset contains information about different positions and their corresponding salaries. Through this analysis, we aim to build a regression model that accurately predicts the salary based on the given position.

standard-scaler support-vector-regression

Last synced: 28 Mar 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: 31 May 2026

https://github.com/assem-elqersh/kaggle-housing-prices-prediction

House-Prices Advanced Regression Techniques Competition Solution

feature-engineering hyperparameter-optimization kaggle-competition lasso-regression-model lgbmregressor support-vector-regression xgboost

Last synced: 29 Apr 2026

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: 11 Apr 2026

https://github.com/pngo1997/learning-to-rank-algorithm

Builds a ranking model to predict the relevance score for query-product pairs in HomeDepot’s product search.

feature-engineering information-retrieval inverted-index learning-to-rank linear-regression mse neural-network point-wise python r-squared ranking-algorithm support-vector-regression text-processing tf-idf xgboost

Last synced: 18 May 2026

https://github.com/qtle3/support-vector-regression

This project implements Support Vector Regression (SVR) to predict the salary of an employee based on their position level. The script uses a dataset that contains position levels and corresponding salaries, applying feature scaling to improve the performance of the SVR model. The results are visualized to show how well the model fits the data.

data-visualization feature-scaling gaussian-kernel inverse-transform-method support-vector-regression

Last synced: 25 Oct 2025

https://github.com/aja512/ml-stanford-university

Coursera Programming Exercises from Week 2 to Week 9. Please do not copy the code directly from the website. Try it on your own and solve it.

anomaly-detection clustering data-plotting feature gradient-descent k-means-clustering linear-regression logistic-regression matlab neural-networks normalization octave principal-component-analysis support-vector-machines support-vector-regression

Last synced: 24 Oct 2025

https://github.com/animesh-chourey/age-estimation-by-regression

Age estimation is performed from the facial images.

multiple-linear-regression partial-least-squares-regression regression-tree support-vector-regression

Last synced: 09 Jun 2026

https://github.com/karan-malik/advancedregression

Using Various Regression Algorithms to Predict House Sales

adaboost-algorithm decision-tree-regression decision-trees gradient-boosting-regressor house-price-prediction linear-regression machine-learning machine-learning-algorithms python python3 random-forest-classifier random-forest-regressor regression regression-algorithms regression-models scikit-learn scikitlearn-machine-learning support-vector-regression svm

Last synced: 24 Apr 2026

https://github.com/cosmojelly/comprehensive-time-series-forecasting-system-with-gui

A forecasting system for multiple sectors that uses ARIMA, ETS, SVR, and other models displayed on a user friendly interface with different viewing options.

arima-model artificial-neural-network ets-model ltsm-model prophet-model sarima-model support-vector-regression

Last synced: 13 Apr 2025

https://github.com/pramodyasahan/titanic-survival

This repository contains a machine learning project focused on predicting the survival of passengers on the Titanic. The project uses a Support Vector Regression (SVR) model from the sklearn library and involves data preprocessing and prediction.

data-preprocessing matplotlib numpy pandas python scikit-learn support-vector-regression

Last synced: 08 Apr 2026

https://github.com/sdrttnclskn/tez-calismasi

Makine Öğrenme Metotları Kullanılarak Fonların Fiyat Tahmin için Model Geliştirilmesi

machine-learning master-thesis neural-network nonlinear-regression partial-least-squares-regression prediction-algorithm prediction-model price-prediction ridge-regression support-vector-regression

Last synced: 14 Jul 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: 04 Oct 2025

https://github.com/taleblou/svr-price-prediction

This repository implements an SVR model for predicting prices of financial assets like stocks, currencies, and cryptocurrencies. It uses gradient boosting to capture complex patterns in price data, improving the accuracy of predictions across various datasets.

financial-predictions price-prediction support-vector-regression svr

Last synced: 31 Aug 2025

https://github.com/sakeenanavavi/larana_diamonds

A Diamond Price Predictor uses multiple machine learning algorithms to predict the price of a diamond based on a its attributes.

data-visualization knn machine-learning-algorithms random-forest regression support-vector-regression xgboost

Last synced: 10 Jan 2026

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