Projects in Awesome Lists tagged with support-vector-machines
A curated list of projects in awesome lists tagged with support-vector-machines .
https://github.com/avik-jain/100-days-of-ml-code
100 Days of ML Coding
100-days-of-code-log 100daysofcode deep-learning implementation infographics linear-algebra linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python scikit-learn siraj-raval siraj-raval-challenge support-vector-machines svm tutorial
Last synced: 14 May 2025
https://github.com/Avik-Jain/100-Days-Of-ML-Code
100 Days of ML Coding
100-days-of-code-log 100daysofcode deep-learning implementation infographics linear-algebra linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python scikit-learn siraj-raval siraj-raval-challenge support-vector-machines svm tutorial
Last synced: 26 Mar 2025
https://github.com/liuruoze/EasyPR
(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design
artificial-intelligence artificial-neural-networks chinese-characters computer-vision datasets machine-learning opencv opencv3 plate-recognition supervised-learning support-vector-machines unconstrained-situation
Last synced: 15 Mar 2025
https://github.com/liuruoze/easypr
(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design
artificial-intelligence artificial-neural-networks chinese-characters computer-vision datasets machine-learning opencv opencv3 plate-recognition supervised-learning support-vector-machines unconstrained-situation
Last synced: 14 May 2025
https://github.com/accord-net/framework
Machine learning, computer vision, statistics and general scientific computing for .NET
c-sharp computer-vision ffmpeg framework image-processing machine-learning neural-network nuget statistics support-vector-machines unity3d visual-studio
Last synced: 05 Oct 2025
https://github.com/anfederico/Clairvoyant
Software designed to identify and monitor social/historical cues for short term stock movement
backtesting-trading-strategies machine-learning portfolio-simulation stock-market support-vector-machines
Last synced: 30 Mar 2025
https://github.com/kk7nc/Text_Classification
Text Classification Algorithms: A Survey
boosting-algorithms conditional-random-fields convolutional-neural-networks decision-trees deep-belief-network deep-learning deep-neural-network dimensionality-reduction document-classification hierarchical-attention-networks k-nearest-neighbours logistic-regression naive-bayes-classifier nlp-machine-learning random-forest recurrent-neural-networks rocchio-algorithm support-vector-machines text-classification text-processing
Last synced: 07 Apr 2025
https://github.com/kk7nc/text_classification
Text Classification Algorithms: A Survey
boosting-algorithms conditional-random-fields convolutional-neural-networks decision-trees deep-belief-network deep-learning deep-neural-network dimensionality-reduction document-classification hierarchical-attention-networks k-nearest-neighbours logistic-regression naive-bayes-classifier nlp-machine-learning random-forest recurrent-neural-networks rocchio-algorithm support-vector-machines text-classification text-processing
Last synced: 14 May 2025
https://github.com/nsoojin/coursera-ml-py
Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera
andrew-ng-course andrew-ng-machine-learning andrew-ng-ml-course anomaly-detection coursera-machine-learning logistic-regression machine-learning-ex1 neural-network numpy-exercises principal-component-analysis python-ml support-vector-machines
Last synced: 16 May 2025
https://github.com/mikeroyal/machine-learning-guide
Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.
artificial-neural-networks aws-sagemaker deep-learning generative-ai gpt-3 gpt-4 gpt4all image-classification image-processing jax llms machine-learning-library machine-learning-models machinelearning machinelearning-python python pytorch scikit-learn scikitlearn-machine-learning support-vector-machines
Last synced: 12 Oct 2025
https://github.com/jmartinezheras/2018-MachineLearning-Lectures-ESA
Machine Learning Lectures at the European Space Agency (ESA) in 2018
anomaly-detection clustering decision-trees deep-learning lecture-material lecture-slides lecture-videos lectures linear-regression machine-learning machinelearning neural-network pca random-forest support-vector-machines text-mining tf-idf topic-modeling
Last synced: 21 Apr 2025
https://github.com/fukuball/fuku-ml
Simple machine learning library / 簡單易用的機器學習套件
classification decision-trees linear-regression logistic-regression machine-learning neural-network perceptron regression support-vector-machines svm
Last synced: 05 Oct 2025
https://github.com/doubangotelecom/compv
Insanely fast Open Source Computer Vision library for ARM and x86 devices (Up to #50 times faster than OpenCV)
adaboost arm artificial-intelligence artificial-neural-networks assembler boosting computer-vision gpgpu-computing machine-learning neural-network ocr-recognition pattern-recognition support-vector-machines text-recognition x86
Last synced: 13 Apr 2025
https://github.com/tiskw/random-fourier-features
Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model
gaussian-processes machine-learning principal-component-analysis python pytorch support-vector-machines
Last synced: 04 Apr 2025
https://github.com/harismuneer/Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM
🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
accuracy-analysis artificial-neural-network comparative-study delta-rule efficiency-analysis handwritten-digit-recognition k-nearest-neighbours knn learning-algorithms-comparison logistic-regression machine-learning-algorithms mnist-classification-logistic mnist-dataset multiclass-perceptron perceptron-learning-algorithm sigmoid-function supervised-machine-learning support-vector-classifier support-vector-machines svm
Last synced: 16 Jul 2025
https://github.com/harismuneer/handwritten-digits-classification-using-knn-multiclass_perceptron-svm
🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
accuracy-analysis artificial-neural-network comparative-study delta-rule efficiency-analysis handwritten-digit-recognition k-nearest-neighbours knn learning-algorithms-comparison logistic-regression machine-learning-algorithms mnist-classification-logistic mnist-dataset multiclass-perceptron perceptron-learning-algorithm sigmoid-function supervised-machine-learning support-vector-classifier support-vector-machines svm
Last synced: 09 Apr 2025
https://github.com/tirthajyoti/r-stats-machine-learning
Misc Statistics and Machine Learning codes in R
classification clustering decision-trees hypothesis-testing k-means machine-learning nearest-neighbors neural-network principal-component-analysis r random-forest regression statistics support-vector-machines
Last synced: 30 Apr 2025
https://github.com/nishi1612/email-spam-classification-using-svm
The uploaded codes help to classify emails into spam and non spam classes by using Support Vector Machine classifier.
binary-classifier email-spam-filter lemmatization machine-learning-algorithms stopwords-removal support-vector-machines
Last synced: 05 Sep 2025
https://github.com/abdullahselek/spampy
Spam filtering module with Machine Learning using SVM (Support Vector Machines).
enron-spam-dataset machine-learning numpy scipy sklearn sklearn-classify spam-classification support-vector-machines
Last synced: 21 Aug 2025
https://github.com/snigdho8869/multiclass-text-classification
Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.
adaboost-classifier bert-fine-tuning cnn-model deep-learning ensemble-learning flask flask-application gradient-boosting-classifier gru keras-tensorflow logistic-regression machine-learning natural-language-processing neural-network nlp random-forest-classifier rnn-lstm support-vector-machines text-classification xlnet-fine-tuning
Last synced: 13 Jun 2025
https://github.com/primaryobjects/fashion
The Fashion-MNIST dataset and machine learning models.
artificial-intelligence artificial-neural-networks classification data-science dataset fashion fashion-mnist image-classification image-recognition machine-learning mnist r supervised-learning support-vector-machines svm xgboost
Last synced: 26 Mar 2025
https://github.com/karimabousselham/islp-applied-solutions
Solutions of applied exercises contained in "An Introduction to Statistical Learning with Applications in Python", by Tibshirani et al, edition 2023
applied-exercises classification clustering deep-learning exercise islp machine-learning multiple-testing python python-codes regression resampling-methods self-learning shrinkage-approaches statistical-learning support-vector-machines survival-analysis tree-based-methods
Last synced: 11 Apr 2025
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: 13 Aug 2025
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/lsorber/neo-ls-svm
Neo LS-SVM is a modern Least-Squares Support Vector Machine implementation
conformal-prediction gaussian-processes kernel-methods kernel-ridge-regression ls-svm machine-learning prediction-intervals python support-vector-machines
Last synced: 28 Apr 2025
https://github.com/zhenye-na/coursera-ml
💡This repository contains all of the lecture exercises of Machine Learning course by Andrew Ng, Stanford University @ Coursera. All are implemented by myself and in MATLAB/Octave.
andrew-ng andrew-ng-course andrew-ng-machine-learning anomaly-detection coursera decision-trees deep-learning deep-neural-networks kernel-functions linear-regression logistic-regression machine-learning principal-component-analysis support-vector-machines
Last synced: 02 May 2025
https://github.com/gjjvdburg/gensvm
A Generalized Multiclass Support Vector Machine available in Python, R, and C
c classification machine-learning multiclass-classification support-vector-machines
Last synced: 04 Oct 2025
https://github.com/evernext10/hand-gesture-recognition-machine-learning
Automatic method for the recognition of hand gestures for the categorization of vowels and numbers in Colombian sign language based on Neural Networks (Perceptrons), Support Vector Machine and K-Nearest Neighbor for classifier /// Método automático para el reconocimiento de gestos de mano para la categorización de vocales y números en lenguaje de señas colombiano basado en redes neuronales (perceptrones), soporte de máquina vectorial y K-vecino más cercano para clasificador
artificial-intelligence colombian-sign-language colombian-signal-language f1-score feature-extraction gesture hand knearest-neighbor-classifier knn-classification knn-classifier lsc machine-learning machinelearning neural-network precision preprocessing recall recognition signal-processing support-vector-machines
Last synced: 22 Apr 2025
https://github.com/ksdkamesh99/spam-classifier
A Natural Language Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like multinomial-naive-bayes,logistic regression,svm,decision trees to compare accuracy and using various data cleaning and processing techniques like PorterStemmer,CountVectorizer,TFIDF Vetorizer,WordnetLemmatizer. It is implemented using LSTM and Word Embeddings to gain accuracy of 97.84%.
bag-of-words count-vectorizer decision-tree-classifier embeddings logistic-regression lstm-neural-networks multinomial-naive-bayes naive-bayes-classifier porter-stemmer sms-spam-detection support-vector-machines tfidf-vectorizer wordnetlemmatizer
Last synced: 12 May 2025
https://github.com/kanchitank/mushroom-classification
A machine-learning project to determine if a certain mushroom is edible or poisonous.
decision-tree-classifier knearest-neighbor-classifier logistic-regression machine-learning machine-learning-algorithms mushroom-classification mushroom-dataset naive-bayes-classifier random-forest-classifier support-vector-machines
Last synced: 07 May 2025
https://github.com/kwokhing/sentimentanalysis-python-demo
Submission of an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group. This submission entry explores the performance of both lexicon & machine-learning based models
bert-model cross-validation data-analysis decision-trees deep-learning lexicon-based lstm-sentiment-analysis machine-learning machine-learning-algorithms naive-bayes naive-bayes-classifier random-forest sentiment-analysis sentiment-classification sklearn supervised-learning supervised-machine-learning support-vector-machines svm vader-sentiment-analysis
Last synced: 27 Jul 2025
https://github.com/devssh/svm
Learn to use Support Vector Machines in Python(sklearn) and R
anaconda credit-card-fraud cross-validation grid-search ipython-notebook jupyter-notebook kaggle matplotlib mushroom-classification pandas pyplot python r rbf rstudio sklearn support-vector-machines svm
Last synced: 10 Apr 2025
https://github.com/sondosaabed/weather-dataset-analysis
Machine Learning, EDA, Binary Classification task weather dataset, ANN, SVM, LR
artificial-neural-networks binary-classification eda logestic-regression machine-learning python support-vector-machines
Last synced: 01 Aug 2025
https://github.com/fpt-thaituan/detect-yoga-poses-and-correction-in-real-time-using-machine-learning-algorithms
Compare SVM mode yoga movement classification accuracy with Linear kernel, Polynomial kernel, RBF (Radial Basis Function) kernel, LSTM with accuracy up to 98%. In addition, it also supports adjusting the practitioner's movements according to standard movements.
blazepose computer-vision deep-learning long-short-term-memory lsmt machine-learning pose-estimation support-vector-machines svc-model yoga-classfication
Last synced: 22 Aug 2025
https://github.com/nwtgck/multi-svr-python
SVR for multidimensional labels
sklearn sklearn-compatible sklearn-library support-vector-machines svr
Last synced: 07 May 2025
https://github.com/matbesancon/simplesvms.jl
JuMP-based implementation of Support Vector Machines
julia machine-learning optimization support-vector-machines
Last synced: 18 Oct 2025
https://github.com/asaficontact/learning_to_beat_the_random_walk
In this project, I explore various machine learning techniques including Principal Component Analysis (PCA), Support Vector Machines (SVM), Artificial Neural Networks (ANN), and Sentiment Analysis in an effort to predict the directional changes in exchange rates for a list of developed and developing countries.
asset-pricing carry-trade cosine-similarity exchange-rates exchange-rates-forecasting financial-econometrics financial-economics forex forex-prediction latex neural-networks news-articles object-oriented-programming principal-component-analysis sentiment-analysis shinyapps support-vector-machines textblob-sentiment-analysis tf-idf vader-sentiment-analysis
Last synced: 20 Aug 2025
https://github.com/kunzhan/ldm_hsi_classification
JEI 2016: Large margin distribution machine for hyperspectral image classification
hyperspectral-image-classification image-processing remote-sensing support-vector-machines
Last synced: 06 May 2025
https://github.com/vanditg/comp-sci-7314---introduction-to-statistical-machine-learning
This repository contains assignments solutions for one of my postgraduate subjects of COMP SCI 7314 - Introduction to Statistical Machine Learning. The programming language is Python.
classification google-colab jupyter-notebook machine-learning postgraduate-subjects python statistical-machine-learning support-vector-machines svm-classifier
Last synced: 04 Apr 2025
https://github.com/javascript-machine-learning/svm-spam-classifier-javascript
🍃 Spam Classifier with Data Preparation and Support Vector Machine (SVM)
javascript machine-learning machine-learning-algorithms support-vector-machine support-vector-machines svm svm-classifier svm-learning svm-library svm-model svm-training
Last synced: 16 May 2025
https://github.com/tarcisio-marinho/ml
Machine Learning Algorithms
k-nearest-neighbor k-nearest-neighbours kmeans kmeans-clustering knn machine-learning regression regression-models support-vector-machines svm svm-classifier
Last synced: 09 Apr 2025
https://github.com/alinababer/arabic-speech-recognition-by-machine-learning-and-feature-extraction-api
This project implements an Arabic Speech Recognition system using an ensemble voting classifier. The model is built with Python and utilizes the Librosa library for preprocessing and feature extraction.
arabic arabic-speech-recognition flask python restapi support-vector-machines
Last synced: 19 Oct 2025
https://github.com/manikantasanjay/crop_yield_prediction_regression
Crop Yield Prediction using various ML approaches - Random-Forest Regressor, Gradient-Boosting Regressor, Decision-Tree Regressor, Support-Vector Regressor
crop-yield-prediction data-science decision-trees gradient-boosting random-forest regression-analysis support-vector-machines
Last synced: 11 Apr 2025
https://github.com/manid2/python_opencv_emotion_detection
Train and predict human emotions using OpenCV in python. Uses SVM and HOG as ML object detection method.
dataset emotion-detection experiments face machine-learning-algorithms support-vector-machines
Last synced: 29 Oct 2025
https://github.com/ozlemkorpe/machine-learning-with-matlab
Machine Learning and Data Mining cheatsheet and example operations prepared in MATLAB
decision-trees discriminant-analysis ensemble kfold-cross-validation knearest-neighbor-algorithm machine-learning matlab naive-bayes support-vector-machines
Last synced: 02 Sep 2025
https://github.com/fardinhash/stock-data-forecasting
Stock Data forecasting analysis based on SVM, Linear Regression, Deep Neural Network & Logistic Regression. Analyzed on real-time data. Predicted for Next 7 days.
deep-neural-networks linear-regression logistic-regression lstm stock-analysis stock-market stock-prediction stock-price-prediction stock-prices support-vector-machines svm
Last synced: 05 Aug 2025
https://github.com/dejongyeong/sentiment-analysis
Final Year Project: Sentiment Analysis Approach for Reputation Evaluation
hybrid-approach lexicon-based machine-learning naive-bayes-classifier python scikit-learn sentiment-analysis support-vector-machines
Last synced: 12 Apr 2025
https://github.com/architsingh15/mnist-dataset-analysis-with-random-forest-svm-and-convolutionalnn
Addressing the MNIST Dataset(Hand writing digit recognition) problem using Random Forest Classifier
convolutional-neural-networks data-science mnist mnist-dataset python random-forest support-vector-machines
Last synced: 26 Jul 2025
https://github.com/shanathvemula/framework_for_superwised_prediction2
decision-tree-classifier django k-nearest-neighbor-classifier logistic-regression mechanical-keyboard navie-bayes-algorithm numpy numpy-arrays pandas pandas-dataframe python sklearn supervised-learning support-vector-machines
Last synced: 15 May 2025
https://github.com/shanathvemula/framework_for_superwised_prediction
This is the framework for supervised algorithms in mechine learning
bootstrap4 decision-tree-classifier django django-file-upload drop-function k-nearest-neighbours logistic-regression matplotlib media-files neural-network neural-networks numpy-arrays pandas preprocessing python sckit-learn static-files supervised-learning-algorithms support-vector-machines
Last synced: 15 May 2025
https://github.com/mohd-faizy/machine-learning-algorithms
This Repository consist of some popular Machine Learning Algorithms and their implementation of both theory and code in Jupyter Notebooks
bayesian-algorithm convolutional-neural-networks decision-trees deep-learning dimensionality-reduction-algorithms gradient-boosting k-means-clustering k-nearest-neighbors linear-regression logistic-regression machine-learning-algorithms naive-bayes-classifier neural-network random-forest supervised-learning support-vector-machines unsupervised-learning
Last synced: 08 Oct 2025
https://github.com/nssharmaofficial/nn-from-scratch
Classification of spondylodiscitidis vs metastasis in the spine using Neural Networks
binary-classification logistic-regression machine-learning medical-application medicine neural-network radiomics radiomics-analysis radiomics-feature-extraction radiomics-features random-forest roc-curve support-vector-machines
Last synced: 27 Apr 2025
https://github.com/rifatsdas/satellite_machine_learning
Unsupervised and supervised learning for satellite image classification
classifications kmeans-clustering rasterio satellite-data scikit-learn scikit-learn-python scikitlearn-machine-learning sentinel-1 sentinel-2 sentinel-3 sentinels support-vector-classifier support-vector-machines
Last synced: 21 Mar 2025
https://github.com/cdalvaro/machine-learning-notebooks
📚 Set of Jupyter Notebooks with different kind of machine learning topics
clustering keras machine-learning machine-learning-algorithms machine-learning-tutorials neural-networks random-forest support-vector-machines
Last synced: 09 Apr 2025
https://github.com/kshitijshrivastava1903/liver-disease-prediction-using-ml_algorithms
Used 5 different supervised machine learning algorithms and trained them with real data of people with and without liver disease. Then evaluated the results of each of them using different parameters to choose the best one.
decision-trees knearest-neighbor-classifier logistic-regression machine-learning-algorithms matplotlib-pyplot random-forest-classifier seaborn-plots support-vector-machines
Last synced: 24 Sep 2025
https://github.com/fpt-thaituan/using-support-vector-machine-to-automatically-take-class-attendance
Use the SVM model to automatically take attendance in class with high accuracy up to 80%
machine-learning support-vector-machines svm
Last synced: 02 Aug 2025
https://github.com/shilpakancharla/galaxy-image-classification
SDSS telescopes have captured over 40 TB worth of galaxy images and classification of these images is the first step towards obtaining a deeper understanding of physical processes within them, star formation, and the nature of the universe. Since we could not find an easily accessible dataset for galaxy classification, we compiled a dataset for Galaxy classification and provided benchmarks with some of the common learning algorithms that would help in automating the galaxy classification which until recently had to be performed by hand by expert astronomers. We classify the images of galaxies into four classes: spiral, elliptical, irregular, and invalid.
astronomical-images astronomy astropy big-data convolutional-neural-networks deep-learning galaxy-classification image-classification machine-learning multilayer-perceptron-network principal-component-analysis random-forest support-vector-machines
Last synced: 14 Oct 2025
https://github.com/labrijisaad/language-identifier-svm
Language identification script that can detect the language of a given text. Currently supports Swahili, Wolof, French, English, Arabic, and Dyula. Customizable language support.
arabic-identification dyula english-identification french-identification language-identifier python support-vector-machines svm swahili-identification wolof-identification
Last synced: 08 Apr 2025
https://github.com/kevinjalbert/master-thesis
M.Sc. Thesis on "Predicting Mutation Scores using Source Code and Test Suite Metrics"
latex mutation-testing source-code-metrics support-vector-machines thesis
Last synced: 28 Oct 2025
https://github.com/shivpatri/breast-lesion-classification
Classification of Breast Lesion contours to Benign and Malignant Categories.
breast-cancer-prediction breast-cancer-tumor classification matlab polynomial-regression support-vector-machines
Last synced: 09 Jul 2025
https://github.com/saahen-sriyan-mishra/machine-learning-python
This Repo. contains all my Python based Machine Learning projects using numerous algorithms for the purpose of Classification, Clustering, Recommendation, Prediction and Anomaly Detection.
classification clustering convolutional-neural-networks decision-tree-classifier gradient-boosting knn-classifier logistic-regression lstm-model machine-learning numpy pandas prediction random-forest regression support-vector-machines tinker xgboost
Last synced: 10 Sep 2025
https://github.com/rubaiyadnoorshahriar1999/wine-quality-testing--machine-learning
Keywords—classification, supervised learning, Random Forest, K-Nearest Neighbor(K-NN), Naïve Bayes, Decision tree, Support Vector machine
decison-trees jupyter-notebook knn-classification machine-learning machine-learning-algorithms naive-bayes-classifier python support-vector-machines wine-quality
Last synced: 26 Jul 2025
https://github.com/drleniaw/analysis_sentiment_twitter_free_sex_in_indonesian
Analysis Sentiment on Twitter Free Sex In Indonesia
collaboration crawling jupyter-notebook lda naive-bayes-classifier preprocessing-data python sentiment-analysis support-vector-machines twitter twitter-sentiment-analysis vader-lexicon word2vec wordcloud
Last synced: 26 Jul 2025
https://github.com/iglesias/netpred
Structured learning with SVMs in C++ and Python
hidden-markov-model machine-learning network-science probabilistic-graphical-models support-vector-machines
Last synced: 05 Jan 2026
https://github.com/miteshputhran/prudential-life-insurance-assessment
Built different models to predict the risk for Prudential Life Insurance to its possible applicants based on their medical history
decision-trees linear-regression r support-vector-machines xgboost
Last synced: 04 Aug 2025
https://github.com/nizarassad/digits-recognition
This project is a machine learning classification task on MNIST using SVM and CNN algorithms
classification colab-notebook convolutional-neural-networks data-analysis data-science deep-learning jupyter-notebook machine-learning neural-network python support-vector-machines
Last synced: 07 May 2025
https://github.com/chanioxaris/german-credit-data
Experimental classification algorithms on german credit data implemented using scikit-learn library
classification classifier cross-validation dataset information-entropy information-gain naive-bayes prediction random-forest scikit-learn support-vector-machines
Last synced: 30 Apr 2025
https://github.com/nssharmaofficial/binary-classification-tumor-vs.-infection
Classification of spondylodiscitidis vs metastasis in the spine using multiple approaches in R
binary-classification logistic-regression machine-learning r-programming r-studio radiomics radiomics-analysis radiomics-feature-extraction radiomics-features random-forest roc-auc-curve roc-curve support-vector-machines
Last synced: 26 Feb 2025
https://github.com/samankhamesian/simple-linear-svm-algorithm
This project is an implementation of a simple linear SVM algorithm
classification machine-learning python supervised-learning support-vector-machines svm
Last synced: 17 Mar 2025
https://github.com/chen0040/js-svm
Package provides javascript implementation of support vector machines
binary-classification kernel-svm kernels linear-svm multi-class-classification support-vector-machines
Last synced: 15 Aug 2025
https://github.com/hormcodes/socialclusters
Bachelor thesis web app for social media content aggregation and analysation.
javascript kotlin python react social-network-analysis spring support-vector-machines
Last synced: 21 Feb 2025
https://github.com/salihfurkaan/iris-flower-analysis
An analysis on Iris dataset of Scikit learn
data-science decision-trees iris-dataset linear-regression logistic-regression machine-learning machine-learning-algorithms scikitlearn-machine-learning support-vector-machines svm-classifier
Last synced: 08 Nov 2025
https://github.com/pveber/libsvm-ocaml
LIBSVM Bindings for OCaml
bindings machine-learning ocaml support-vector-machines svm
Last synced: 22 Feb 2025
https://github.com/arturobp3/machine_learning
Projects that has been developed in the Machine Learning and Big Data subject. Python is the programming language used in them.
linear-regression neural-network numpy pandas python scikit-learn support-vector-machines
Last synced: 01 Sep 2025
https://github.com/rakibhhridoy/webappclassifierstreamlit-python
Machine Learning Training and Testing in Web App. It provide good learning interface for experimenting with different hyper parameter tuning and compare different algorithms with each other without writing code repeatedly.
classification hyperparameter-optimization hyperparameter-tuning logistic-regression machine-learning python random-forest streamlit support-vector-machines svm-classifier webapp
Last synced: 14 May 2025
https://github.com/mohd-faizy/07p_tumor-diagnosis-exploratory-data-analysis-on-breast-cancer-wisconsin-dataset
Tumor Diagnosis: Exploratory Data Analysis With Seaborn
data-analysis data-visualization eda exploratory-data-analysis knn-classification pca-analysis python random-forest random-forest-classifier statistics support-vector-machines tumor-detection visualization
Last synced: 24 Oct 2025
https://github.com/fatimaafzaal/diabetes-prediction-web-app
This repository contains the code for a web-based diabetes prediction application using a machine learning model. The application is built using Flask and allows users to input various health parameters to predict the likelihood of diabetes using ensemble voting classifier.
diabetes diabetes-prediction ensemble-classifier ensemble-learning ensemble-model flask flask-application logistic-regression machine-learning python random-forest support-vector-machines svm voting-classifier vscode
Last synced: 07 Oct 2025
https://github.com/balaka-18/svm_flask
A simple web app that helped students visualize the SVM algorithm according to their choice of hyperparameter setting.
frontend homepage hyperparameters support-vector-machines svm webapp
Last synced: 09 Oct 2025
https://github.com/rakshit-vasava/predictive-analytics-for-insurance-purchase
Predicting customer insurance purchases using stacking models and SMOTE for the Homesite Quote Conversion Problem on Kaggle.
k-nearest-neighbours kaggle-competition multilayer-perceptron python random-forest scikit-learn smote support-vector-machines
Last synced: 05 Apr 2025
https://github.com/kshitijshrivastava1903/data-science-and-machine-learning-projects
Used supervised and unsupervised machine learning algorithms for classification and regression tasks on real datasets
decision-trees kmeans-clustering knearest-neighbor-algorithm linear-regression machine-learning-algorithms matplotlib-pyplot numpy pandas random-forest-classifier seaborn support-vector-machines
Last synced: 31 Dec 2025
https://github.com/mohamedomar2020/13-machine-learning-models
Six machine learning models for predicting bladder cancer progression using Caret package
cancer-genomics cancer-research caret classification-trees knearest-neighbor-algorithm knn lda linear-discriminant-analysis machine-learning machine-learning-algorithms naive-bayes naive-bayes-classifier nb neural-network nnet support-vector-machines svm
Last synced: 18 Sep 2025
https://github.com/rmodi6/svm
Support Vector Machines implemented in Python
machine-learning python3 support-vector-machines svm
Last synced: 28 Feb 2025
https://github.com/sanu0711/healthcare-intelligence
Enhancing Patient Care through AI-Driven Disease Prediction
ai-health-assistant chatbot decision-tree-classifier disease-prediction djang generative-ai k-nearest-neighbours leafletjs map medication-details medication-history naive-bayes-classifier py random-forest-classifier scikit-learn sklearn support-vector-machines symptom-checker voice-search
Last synced: 26 Dec 2025
https://github.com/pranav-bot/ml-dl-models-from-scratch
This contains the most commonly used machine learning and deep learning models written from scratch without the use if any libraries except Numpy which is used for calculations
deep-learning descion-tree from-scratch linear-regression logistic-regression machine-learning naive-bayes neural-networks numpy perceptron pytorch qlearning random-forest regression reinforcement-learning support-vector-machines svm
Last synced: 09 Apr 2025
https://github.com/aditya-coomar/disease_prediction_model
Disease Prediction Model using SVM, GaussianNB and Random Forest Classifiers.
disease-prediction machine-learning naive-bayes-classification python3 random-forest-classifier streamlit-webapp support-vector-machines
Last synced: 21 Jul 2025
https://github.com/mahnoorsheikh16/credit-card-default-prediction
This project focuses on predicting whether a customer will default on their credit card payment in the upcoming month. Utilizing historical transaction data and customer demographics, the project employs various machine learning algorithms to distinguish between risky and non-risky customers for better credit risk management.
encoding hiplot imblearn json knn-imputer logistic-regression matplotlib numpy pandas pca-analysis plotly scipy seaborn sklearn smote streamlit support-vector-machines timeseries-forecasting visualization xgboost-classifier
Last synced: 30 Dec 2025
https://github.com/andresmg07/real-time-sign-language-translator
AI-driven real-time American Sign Language translator. Implemented leveraging Support Vector Machines (SVM), OpenCV library and MediaPipe hands module.
ai computer-vision machine-learning mediapipe opencv pattern-recognition scikit-learn support-vector-machines
Last synced: 17 Mar 2025
https://github.com/kalthommusa/udacity-intro-to-ml-with-tensorflow
This repository contains my collections of labs' notebooks from Udacity's Intro to ML with TensorFlow.
accuracy adaboost artificial-intelligence bagging cross-validation decision-tree-classifier linear-regression logistic-regression machine-learning-algorithms naive-bayes-algorithm perceptron-algorithm precision random-forest recall supervised-learning support-vector-machines tensorflow
Last synced: 10 Mar 2025
https://github.com/cschen1205/cs-libsvm
libsvm ported to C#
anomaly-detection classification libsvm regression support-vector-machines
Last synced: 24 Mar 2025
https://github.com/gandhasiri-rahul-mohan/support-vector-machine-q2-salary_data
Prepare a classification model using SVM for salary data
data-science machine-learning python support-vector-machines
Last synced: 29 Nov 2025
https://github.com/utkarsh-284/credit-default-risk
This Repository deals with Credit Risk evaluation and prediction of default
credit-card credit-risk default econometrics essemblelearning exploratory-data-analysis jupyter-notebook logistic-regression machine-learning neural-network python support-vector-machines
Last synced: 29 Jul 2025
https://github.com/gandhasiri-rahul-mohan/support-vectore-machine-q1-forestfires
classify the Size_Categorie using SVM
data-science machine-learning python support-vector-machines
Last synced: 04 Mar 2025
https://github.com/lopezm94/simple-image-classifier
Classifier for identifying images between twelve different pre-established classes using Matlab
computer-vision matlab support-vector-machines
Last synced: 14 Mar 2025
https://github.com/letruongzzio/machine-learning
A place to store knowledge about basic Mathematical programming and Machine Learning. Readers should refer to the books in the reference section of this repository.
artificial-intelligence clustering-algorithm data-science decision-trees dimensionality-reduction ensemble-learning linear-regression machine-learning mathematical-modelling mathematical-programming neural-networks python3 recommendation-system support-vector-machines
Last synced: 22 Feb 2025
https://github.com/rakibhhridoy/supportvectormachinein-medical
Support vector machine in medical disease detection. Both linear and non-linear data can be fitted in svm through its kernel specialization In medical we focus on precision or recall rather than accuracy.
diabetes-prediction machine-learning medical precision-medicine recall-precision scikit-learn support-vector-machines svm
Last synced: 14 May 2025
https://github.com/ahmetzamanis/usedcarkicksclassification
Imbalanced classification with scikit-learn and PyTorch Lightning.
class-weights classification classification-metrics data-science deep-learning focal-loss hyperparameter-optimization imbalanced-classification logistic-regression machine-learning neural-network optuna python pytorch pytorch-lightning scikit-learn sensitivity-analysis stochastic-gradient-descent support-vector-machines xgboost
Last synced: 16 Dec 2025
https://github.com/ibraam-nashaat/stroke-prediction
Some machine learning algorithms to predict whether a person would have a stroke or not.
decision-trees logistic-regression machine-learning ml random-forest stroke stroke-prediction supervised-learning support-vector-machines svm-classifier
Last synced: 20 Jun 2025
