support-vector-regression
There are 177 repositories under support-vector-regression topic.
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.
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)
Movie-revenue-prediction
Model that uses 10 different algorithms to predict the revenue of a movie before it's release
Support-Vector-Machines-SVM
A series of documented Jupyter notebooks implementing SVM and SVC's.
Head-Pose-Estimation
This project aims to estimate head pose via face 2D landmarks using machine learning.
non_conventional_value_function_approximation
Comparative Evaluation of Non-Conventional Value Function Approximation Methods in Reinforcement Learning
vehicle-price-prediction
An end-to-end project to analyze and model vehicle sale price data then productionize the best model to help people select a price to sell their vehicle.
RUL_Prediction_Using_SVR
Remaining Useful Life Prediction of Cutting Tools using Support Vector Regression
ParkinsonsDiseaseDetection
CSC522: Automated Learning & Data Analysis - Project
corroded-steel-machine-learning
Example machine learning applications for the determination of the residual yield force of corroded steel bars tested under monotonic tensile loading. Data is collected from 26 experimental programs avaialbe in the literature.
Reducing-power-requirement-of-LPWA-networks-via-machine-learning
Reducing-power-requirement-of-LPWA-networks-via-machine-learning
Forecasting-stock-market
Forecasting exercise, using SPY ETF over a 10 year time period, to develop potential trading strategies. Sourced from Yahoo Finance.
Machine-Learning-Regression-Toolbox
This toolbox offers 7 machine learning methods for regression problems.
Regression-Models
Build and evaluate various machine learning regression models using Python.
Machine_Learning_with_Python
Full machine learning practical with Python.
Machine_Learning_with_R
Full machine learning practical with R.
stock-predictor-class
A Simple Stock Predictor Class
Regression
machine learning regression
Stock-price-predict
There are two models for predicting the future stock prices of companies using feed forward network and SVR
ML-Project-Predicting-Emissions
ML Project implementing ANN, SVM, Random Forest, Elastic Net regression models from scratch.
Machine-Learning-Hands-On-Regression-
Regression
Charpy-Microstructure-Machine-Learning
Final Year Project: Predicting Charpy impact test data from microstructure data using a machine learning model.
sklearn-optimized-lssvr
Least Squares Support Vector Regression with optimized hyperparameters
Big-Mart-Sales
Predicting Big mart sales
Payment-Date-Prediction-ML-Model
Machine Learning Model to predict payment date for the invoices using XGBoost Regressor.
Crude-Palm-Oil-Price-Prediction-using-Simulated-Annealing-based-Support-Vector-Regression
Hyperparameter optimization of Support Vector Regression (SVR) using a metaheuristic algorithm, Simulated Annealing (SA) applied in crude palm oil price prediction
Net-Hourly-Electrical-Power-Prediction-via-Regression
An intelligent and accurate hourly electricity power prediction system developed using ML regression techniques.
MRP-2021
Predicting Drought Susceptibility in the US using Meteorological data.
SVR
An introduction to Support Vector Regression (SVR)
Boston_House_Pricing_Regression_Machine_Learning
All things around ... Regression
Predictive-Analytics
Predictive Analytics
ENSF611Project
Repository for my ENSF 611 (machine learning) final project.
Machine-Learning
Machine Learning with Python, Numpy & SciKitLearn
lhspred
A web based tool to predict lung health severity in COVID-19 patients
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.