svr

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

UpdatedJan 9, 2018
Jupyter Notebook

nwtgck /multi-svr-python

Star11

SVR for multidimensional labels

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

UpdatedJan 16, 2022
Python

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

Star11

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

UpdatedAug 20, 2022
Jupyter Notebook

p-sachin /audio_reconstruction_project

Star11

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

UpdatedDec 5, 2022
Python

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

Star10

Forecasting exchange rates by using commodities prices

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

UpdatedOct 15, 2021
Jupyter Notebook

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

Star10

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

UpdatedJun 21, 2022
Jupyter Notebook

Angi2412 /Multi-Objective-Hybrid-Autoscaing-MOHA

Star9

Multi-Objective Hybrid Autoscaing (MOHA)

kubernetes machine-learning autoscaling svr

UpdatedDec 21, 2022
HTML

elifyilmaz2027 /traffic_flow_forecasting_methods

Star9

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

UpdatedMar 2, 2023
Jupyter Notebook

MohsenTamtaji /PySACs

Star8

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

UpdatedApr 5, 2022
Python

benny-abhishek /CryptoProphet

Star7

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

UpdatedFeb 4, 2024
Python

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

Star7

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

UpdatedJan 23, 2018
MATLAB

kundajelab /lsgkm-svr

Star7

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

UpdatedDec 1, 2020
C

susanli2016 /Machine-Learning-with-R

Star7

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

UpdatedMay 26, 2017
R

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svr

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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

howardyclo /NTHU-Machine-Learning

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

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

nwtgck /multi-svr-python

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

p-sachin /audio_reconstruction_project

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

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

Angi2412 /Multi-Objective-Hybrid-Autoscaing-MOHA

elifyilmaz2027 /traffic_flow_forecasting_methods

MohsenTamtaji /PySACs

benny-abhishek /CryptoProphet

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

kundajelab /lsgkm-svr

susanli2016 /Machine-Learning-with-R

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