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svm-kernel

Here are 62 public repositories matching this topic...

Kaslanarian / PySVM

PySVM : A NumPy implementation of SVM based on SMO algorithm. Numpy构建SVM分类、回归与单分类，支持缓存机制与随机傅里叶特征

python machine-learning svm svm-classifier one-class-svm svm-kernel svm-regressor random-fourier-features

Updated Nov 19, 2023
Python

koba-jon / svm_cpp

Support Vector Machines Implementation from scratch in C++

svm svm-kernel svm-soft-margin oc-svm svm-hard-margin

Updated Sep 8, 2021
C++

nihil21 / custom-svm

Custom implementation of Support Vector Machines using Python and NumPy

python numpy svm python3 svm-learning svm-classifier svm-kernel

Updated Nov 26, 2023
Jupyter Notebook

bhattbhavesh91 / svm-kernel-trick

To deal with non-linearly separable we use SVM's Kernel Trick which maps data to higher dimension!

svm rbf-kernel support-vector-machine svm-classifier kernel-trick svm-kernel

Updated Nov 7, 2021
Jupyter Notebook

jyotishp / pegasos-svm

SVM classifier using PEGASOS algorithm.

svm svm-classifier pegasos svm-kernel

Updated May 4, 2019
Python

bhattbhavesh91 / svm-c-gamma-hyperparameters-tutorial

In this video, I'll try to explain the hyperparameters C & Gamma in Support Vector Machine (SVM) in the simplest possible way.

video svm hyperparameters hyperparameter-optimization svm-model svm-classifier svm-kernel svm-hyperparameters

Updated May 29, 2021
Jupyter Notebook

a3X3k / Spam-Email-Detection

python machine-learning naive-bayes-classifier logistic-regression machinelearning svm-model decision-tree-classifier spam-classification svm-classifier gradient-boosting knn-classification xgboost-algorithm random-forest-classifier knn-model knn-classifier svm-kernel adaboostclassifier randomforestclassifier bagging-ensemble extratreesclassifier

Updated Oct 11, 2022

ashudva / ML-6.86x

Machine Learning Projects Repository

python machine-learning tensorflow sklearn machine-learning-algorithms pytorch recommender-system classification-algorithims svm-kernel

Updated Apr 25, 2021
Jupyter Notebook

belsonna / brest_cancer_challenge

high-dimensional-data python3 svm-classifier breast-cancer svm-kernel

Updated May 26, 2019
Jupyter Notebook

stutisehgal / Machine-Learning-Project

Handwritten Digit Recognition Model

opencv machine-learning computer-vision svm machine-learning-algorithms jupyter-notebooks svm-training svm-model opencv-python svm-classifier opencv2 machinelearning-python svm-kernel

Updated Aug 5, 2020
Jupyter Notebook

Shakilgithub20 / News-Classification

sklearn preprocessing svm-model naivebayes nltk-library nltk-python svm-kernel preprocessing-data

Updated Sep 19, 2021
Jupyter Notebook

PieroMacaluso / Homework_MLAI

Repository of my Homework for the course "Machine Learning and Artificial Intelligence" of Prof. Barbara Caputo (a.y. 2018/2019)

python machine-learning deep-learning svm scikit-learn pytorch pca homework-assignments politecnico-di-torino svm-kernel

Updated Feb 20, 2019
Python

Sarthak-Mohapatra / Classification-of-tumors-in-Human-Breast-as-Bening-or-Malignant-using-ML-Algorithms.

As part of this project, I have used Machine Learning (classification) algorithms for classification of tumors in Human Breasts as Non-Cancerous/ Benign or Cancerous/ Malignant tumors.

python random-forest rstudio svm exploratory-data-analysis jupyter-notebook feature-selection neural-networks normalization logistic-regression-algorithm backward-elimination svm-kernel cancer-prediction

Updated May 13, 2020
Jupyter Notebook

coderhersh / Credit-Card-Fraud-Detection

This is a machine learning project made on Credit Card Fraud Detection. The data is taken from Kaggle. Different classification machine learning algorithms have been applied to get the maximum accuracy.

Updated May 27, 2023
Jupyter Notebook

AmirHHasani / Machine-Learning-Algorithms

A collection of my practices using the following algorithms: DBSCAN, KNN, Decision Tree Classifier, K-means, Apriori, SMOTE, SVM

machine-learning machine-learning-algorithms k-means knn svm-model decision-tree-classifier apriori-algorithm dbscan-clustering kmeans-algorithm k-means-clustering knn-algorithm dbscan-algorithm svm-kernel smote-algorithm

Updated Oct 2, 2022
Jupyter Notebook

MoinDalvs / Assignment_SVM_Forest_Fire_Prediction

data-science regularization hyperparameter-tuning svm-classifier kernel-trick auc-roc-curve svm-kernel smotetomek smoteenn smote-sampling adasyn-sampling

Updated Jun 14, 2022
Jupyter Notebook

shreyas-dharanesh / Support_Vector_Machine_for_Classification

SVM algorithm in Python with classification. The goal of this project is to predict whether the customer will purchase a car(1) or not(0).

machine-learning svm machine-learning-algorithms python3 svm-model svm-classifier prediction-model machinelearning-python svm-kernel

Updated Jun 7, 2020
Python

Akash-Ubale / Complete-Machine-Learning

My Machine Learning Repository

clustering linear-regression evaluation logistic-regression polynomial-regression clustering-algorithm dbscan kmeans-clustering svm-classifier hierarchical-clustering clustering-methods regression-algorithms multilinear-regression svm-kernel

Updated Nov 17, 2020
Jupyter Notebook

davide97g / ml-es6-modules

Some test with machine learning algorithms, es6 modules and webpack.

machine-learning random-forest svm machine-learning-algorithms logistic-regression knn knn-classification svm-kernel

Updated Jul 20, 2022
JavaScript

MoinDalvs / SVM_Hyperparameter_Tuning_Kernel_Tricks

Effect of Gamma values and C values visualization on dataset and errors/misclassification

visualization data-science kernel sklearn regularization gamma hyperparameter-tuning svm-classifier svm-kernel

Updated Jun 12, 2022
Jupyter Notebook

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