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susanli2016 / Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

random-forest svm linear-regression naive-bayes-classifier pca logistic-regression decision-trees lda polynomial-regression kmeans-clustering hierarchical-clustering svr knn-classification xgboost-algorithm

Updated Jun 5, 2025
Jupyter Notebook

jschiefner / photovoltaic-power-prediction

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Photovoltaic power prediction based on weather data for my bachelor thesis

machine-learning prediction power forecasting solar arima svr support-vector-regression arima-forecasting

Updated Apr 30, 2021
Python

brunocampos01 / forecast-of-time-series-with-stock-data

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Comparative Analysis of Techniques for Forecasting Time Series in Financial Markets

Updated May 5, 2024
Python

Danko-Lab / Rgtsvm

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The R package for SVM with GPU architecture based on the GTSVM software

r gpu svm svr e1071-compatibility gt-svm gpu-architecture

Updated Aug 4, 2021
C++

KaygoYM / FBMC-channel-estimation-based-on-SVR

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Based on the SVR interpolation, a new method about the time-varying channel estimation of FBMC is proposed.

matlab mobile-communications 5g svr channel-estimation fbmc svr-interpolation

Updated Nov 30, 2017
MATLAB

Nupurgopali / Traffic-Prediction-using-SVR-and-RFR

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We have used Support Vector Regression and Random Forest Regression to predict traffic or congestion.

weather machine-learning zone traffic-prediction svr rfr

Updated Jun 5, 2020
Python

geeky-bit / SVR--Decision-Trees--Random-Forests--DeepNeuralNets--to-PREDICT-FOREST-FIRES

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This repo is an implementation of the research paper "A Data Mining Approach to Predict Forest Fires using Meteorological Data." by P. Cortez and A. Morais. The algorithms used are : SVR, Decision Trees, Random Forests, Simple Deep Neural Network ( Keras with Tensorflow backend)

random-forest keras decision-trees svr meteorological-data

Updated Jan 9, 2018
Jupyter Notebook

elifyilmaz2027 / traffic_flow_forecasting_methods

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The repository gives case studies on short-term traffic flow forecasting strategies within the scope of my master thesis.

lstm xgboost qrnn svr quantile-regression traffic-flow-forecasting hybrid-models arima-models qra seasonal-forecast qrlstm

Updated Mar 2, 2023
Jupyter Notebook

p-sachin / audio_reconstruction_project

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A research based project which uses steganography and ML/deep learning algorithm to reconstruct the lost audio signals from a corrupted file.

random-forest lstm rnn svr steganography-algorithms audio-inpainting audio-restoration audio-enhancement audio-reconstruction

Updated Dec 5, 2022
Python

atharva-hukkeri / Traffic-Prediction-using-Machine-Learning

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The project aims to develop models that can forecast traffic congestion, aiding in effective traffic management and planning.

weather machine-learning temperature traffic-prediction svr support-vector-regression random-forest-regression rfr

Updated Aug 20, 2022
Jupyter Notebook

leihao1 / Comparison-of-Machine-Learning-Prediction-Models

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Compared different classification and regreesion models performance in scikit-learn by applying them on 20 datasets from UCL website.

neural-network random-forest linear-regression naive-bayes-classifier logistic-regression adaboost evaluation-metrics decision-tree-classifier svc svr decision-tree-regression guassian-processes knn-classifier

Updated Jun 21, 2022
Jupyter Notebook

nwtgck / multi-svr-python

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SVR for multidimensional labels

sklearn support-vector-machines sklearn-compatible svr sklearn-library

Updated Jan 16, 2022
Python

Angi2412 / Multi-Objective-Hybrid-Autoscaing-MOHA

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Multi-Objective Hybrid Autoscaing (MOHA)

kubernetes machine-learning autoscaling svr

Updated Dec 21, 2022
HTML

OrestisMk / OrestisMk-Multivariate-forecast-with-VAR-SVR-RNN-LSTM

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Forecasting exchange rates by using commodities prices

exchange-rates multivariate-regression multivariate-analysis commodities svr vector-autoregression rnn-lstm multivariate-forecasting

Updated Oct 15, 2021
Jupyter Notebook

benny-abhishek / CryptoProphet

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A python based project to predict the future prices of the top 10 trending cryptocurrencies using ML Algorithms like SVR, Decision Tree and LSTM with an interactive frontend using streamlit. Analysis using PowerBi and has DBMS connectivity.

python crypto dbms postgresql ml cryptocurrency lstm lstm-model powerbi lstm-neural-networks svr crypto-prediction streamlit svr-regression-prediction

Updated Feb 4, 2024
Python

MohsenTamtaji / PySACs

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A Python-based ML algorithm for the Gibbs free enegy of various intermediates on single atom catalysts

atom learning algorithm dft machine ml oer catalyst orr electrochemistry single svr her nrr co2rr

Updated Apr 5, 2022
Python

kundajelab / lsgkm-svr

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lsgkm+gkmexplain with regression functionality. Builds off kundajelab/lsgkm (which has gkmexplain), which in turn builds off Dongwon-Lee/lsgkm (the original lsgkm repo)

regression svr regulatory-genomics gkm-svm

Updated Dec 1, 2020
C

susanli2016 / Machine-Learning-with-R

Star

R codes for common Machine Learning Algorithms

random-forest svm naive-bayes linear-regression pca logistic-regression decision-trees lda polynomial-regression knn kmeans-clustering apriori-algorithm hierarchical-clustering svr xgboost-algorithm

Updated May 26, 2017
R

saeedghoorchian / An-epsilon-SVR-Approach-for-Model-Identification

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Using ε-Support Vector Regression (ε-SVR) for identification of Linear Parameter Varying (LPV) dynamical systems

machine-learning kernel-methods support-vector-machines svr support-vector-regression

Updated Jan 23, 2018
MATLAB

SebastianSchmidl / pyonlinesvr

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Python-Wrapper for Francesco Parrella's OnlineSVR C++ implementation with scikit-learn-compatible interface.

python machine-learning online cpp numpy scikit-learn python3 streaming-algorithms svr onlinesvr

Updated Dec 27, 2025
C++

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Here are 215 public repositories matching this topic...

susanli2016 / Machine-Learning-with-Python

jschiefner / photovoltaic-power-prediction

brunocampos01 / forecast-of-time-series-with-stock-data

Danko-Lab / Rgtsvm

KaygoYM / FBMC-channel-estimation-based-on-SVR

Nupurgopali / Traffic-Prediction-using-SVR-and-RFR

geeky-bit / SVR--Decision-Trees--Random-Forests--DeepNeuralNets--to-PREDICT-FOREST-FIRES

elifyilmaz2027 / traffic_flow_forecasting_methods

p-sachin / audio_reconstruction_project

atharva-hukkeri / Traffic-Prediction-using-Machine-Learning

leihao1 / Comparison-of-Machine-Learning-Prediction-Models

nwtgck / multi-svr-python

Angi2412 / Multi-Objective-Hybrid-Autoscaing-MOHA

OrestisMk / OrestisMk-Multivariate-forecast-with-VAR-SVR-RNN-LSTM

benny-abhishek / CryptoProphet

MohsenTamtaji / PySACs

kundajelab / lsgkm-svr

susanli2016 / Machine-Learning-with-R

saeedghoorchian / An-epsilon-SVR-Approach-for-Model-Identification

SebastianSchmidl / pyonlinesvr

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