classification-algorithms

There are 2 repositories under classification-algorithms topic.

playground
ahmedbesbes / playground
A Streamlit application to play with machine learning models directly from the browser
streamlit scikit-learn playgound python heroku-deployment machine-learning-tutorials webapp sklearn machine-learning classification-algorithms
Language:Python 79
eonu / sequentia
Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.
classification-algorithms machine-learning python time-series time-series-classification multivariate-timeseries dynamic-time-warping hidden-markov-models k-nearest-neighbor-classifier sequential-patterns sequence-classification dtw knn hmm variable-length multivariate
Language:Python 66
dsc-tiu / MLStudyJams2022-23
This is the repository for all the resources (code, notes and guides) used during the ML Study Jams 2022-23 program hosted at GDSC-TIU. (Maintainer: Aryan Pareek @diffrxction)
deep-learning kaggle machine-learning python classification-algorithms regression hacktoberfest hacktoberfest-starter hacktoberfest2022
Language:Jupyter Notebook 42
nsl_kdd_classification
PradeepThapa / nsl_kdd_classification
Cyber-attack classification in the network traffic database using NSL-KDD dataset
nsl-kdd classification-algorithm catboost-model cyber-attacks-analytics kdd99 ensemble-machine-learning cyber-attack-classification classification-algorithms kdd-dataset network-traffic-database machine-learning-algorithms attack u2r r2l
Language:Python 27
Devinterview-io / classification-algorithms-interview-questions
🟣 Classification Algorithms interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.
ai-interview-questions classification-algorithms coding-interview-questions coding-interviews data-science data-science-interview data-science-interview-questions data-scientist-interview interview-practice interview-preparation machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions software-engineer-interview technical-interview-questions classification-algorithms-interview-questions classification-algorithms-questions classification-algorithms-tech-interview
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DeftEval
Elzawawy / DeftEval
Official Contribution for DeftEval 2020, Task 6 Subtask 1 from SemEval 2020 Competition. Solving NLP problem of "extracting term-definition pairs in free text" in multiple approaches ranging from highly simple till very complex modern ones.
classification-algorithms codalab deft-corpus deft-eval doc2vec nlp semeval-2020 sentence-classification spacy-nlp text-classification
Language:Jupyter Notebook 10
patschris / SeizureDetection
seizure-detection eeg brain-activity feature-extraction classification-algorithms machine-learning chb-mit pca jupyter-notebook
Language:Jupyter Notebook 10
StarlangSoftware / Classification
Machine learning library for classification tasks
decision-tree-classifier dataset-manager autoencoder-classification bagging-trees decision-stumps multilayer-perceptron-network deep-neural-networks rocchio-algorithm knn-algorithm classification-algorithms linear-discriminant-analysis multilayer-perceptron naive-bayes-classifier quadratic-discriminant-analysis random-forest-classifier support-vector-machine-svm feature-selection subset-selection pca statistical-tests
Language:Java 8
StarlangSoftware / Classification-CPP
Machine learning library for classification tasks
decision-tree-classifier dataset-manager autoencoder-classification bagging-trees decision-stumps multilayer-perceptron-network deep-neural-networks rocchio-algorithm classification-algorithms knn-algorithm linear-discriminant-analysis multilayer-perceptron naive-bayes-classifier quadratic-discriminant-analysis random-forest-classifier support-vector-machine-svm feature-selection subset-selection pca statistical-tests
Language:C++ 7
stxupengyu / Credit-Data-Analysis
实现对信贷数据的数据预处理，数据分析。之后利用多种分类算法对公司是否违约进行预测。Realize the data preprocessing and data analysis of credit data. Then, it uses a variety of classification algorithms to predict whether the company defaults.
classification-algorithms data-analysis data-preprocessing
Language:Jupyter Notebook 6
vishvadesai9 / Breast_Cancer_Classification
Streamlit application to classify cancer as malignant or benign.
streamlit breast-cancer-classification classification-algorithms svm random-forest logistic-regression decision-trees naive-bayes-classifier knn heroku matplotlib seaborn data-analysis pandas jupyter-notebook python breast-cancer-detection
Language:Python 6
eobi / machine-learning-classification-problem
A detailed look from seven different classification algorithms.
machine-learning supervised-learning classification-algorithms writeup
Language:Python 5
officialarijit / Glaucoma-classification-ML-DL
Glaucoma and Non-Glaucoma classification using ML/Dl and ensemble approaches using Image Feature Extraction Using HOG (Histogram of Gradient)
glaucoma-detection classification-algorithms
Language:Jupyter Notebook 4
ThecoderPinar / Credit-Card-Fraud-Detection-Project
This project focuses on the detection of credit card fraud using various data science and machine learning techniques. The dataset includes a record of credit card transactions over a specific period, with the goal of accurately identifying fraudulent activities. 🚀✨
anamoly-detection classification-algorithms credit-card-transactions data-analysis data-preprocessing data-science data-visualization fraud-detection machine-learning python
Language:Jupyter Notebook 4
ralphcajipe / diabetes-prediction
8 Classification Algorithms in Machine Learning with Python using the Early stage diabetes risk prediction dataset
classification-algorithms diabetes-prediction machine-learning
Language:Jupyter Notebook 3
RimTouny / Credit-Card-Fraud-Detection
Focused on advancing credit card fraud detection, this project employs machine learning algorithms, including neural networks and decision trees, to enhance fraud prevention in the banking sector. It serves as the final project for a Data Science course at the University of Ottawa in 2023.
classification-algorithms correlation-analysis data-science detection-model dimensionality-reduction encoding feature-engineering feature-scaling fraud-detection fraudulent-transactions label-encoding outliers pca smote standardscaler tsne-visualization non-fraudulent-transactions kears max-pooling nerual-network
Language:Jupyter Notebook 3
awcasella / Engenharia-Medica-Aplicada-UNIFESP-SJC-EngBio
This repository contains all the machine learning algorithms studied in discipline "Engenharia Médica Aplicada" of Biomedical Engineering course at UNIFESP in the second semester of 2018. All the algorithms are written in both MatLab and Python Languages.
biomedical-data-science biomedical-engineering biomedical-image-analysis biomedical-image-processing biomedical-signal-processing classification-algorithms dimensionality-reduction engenharia-biomedica feature-extraction feature-selection machine-learning machine-learning-algorithms matlab python unifesp
Language:MATLAB 2
caterinado / Machine-Learning-with-Python-The-Best-Classifier
Built a classifier to predict whether a loan case will be paid off or not. Used classification algorithms (k-Nearest Neighbour, Decision Tree, Support Vector Machine, Logistic Regression). Each result is reported with the accuracy of each classifier (Jaccard index, F1-score, LogLoass)
classification-algorithms loan case k-nearest-neighbour decision-tree support-vector-machine logistic-regression jaccard-index f1-score logloass
Language:Jupyter Notebook 2
javiccano / machine-learning-classifiers-dimensionality-reduction-and-applications-in-satellite-imagery
Performance evaluation of different classification and dimensionality reduction strategies, and applications in the classification of the crop type of a set of pixels in a multiband spectral image.
machine-learning classification-algorithms dimensionality-reduction feature-extraction feature-selection satellite-imagery
Language:Jupyter Notebook 2
mdbenito / re-classwise-shapley
Code for the reproduction of Class-wise Shapley paper from Schoch, Xu, Ji [2022].
classification-algorithms data-valuation machine-learning paper-reproduction shapley-value transferlab tmlr-2024
Language:TeX 2
mdepasquale21 / ml-classification-exercise
An exercise repository for classification with iris dataset
classification classification-algorithms machine-learning machine-learning-algorithms machinelearning-python practice-programming practice-project python python-3 python3 sklearn sklearn-library supervised-learning tpot
Language:Python 2
samujjwaal / Spam-Email-Classifier
Machine Learning Model to classify if emails are spam or non-spam, and identify the specific words which contribute more in classifying an email.
classification-algorithms clustering-algorithm data-science jupyter-notebooks kmeans-clustering matplotlib-pyplot naive-bayes-classification numpy pandas python scikit-learn sklearn spam-email-classifier spam-email-recognition statistics svm uci-machine-learning
Language:Jupyter Notebook 2
Sarthak-Mohapatra / Classification-of-GPU-Run-as-high-or-low-time-consuming-using-various-classification-Algorithms.
As part of this project, various classification algorithms like SVM, Decision Trees and XGBoost was used to classify a GPU Run as high or low time consuming process. The main purpose of this project is to test and compare the predictive capabilities of different classification algorithms
classification-algorithms decision-trees gpu-kernel-performance matrix xgboost-algorithms svm matrix-multiplication performance-analysis python pandas numpy scikit-learn machine-learning-algorithms matplotlib seaborn cross-validation k-fold-cross-validation svm-kernel
Language:Jupyter Notebook 2
shayanshabani / MIR-2024-Project
A movie information retrieval system that crawls IMDb data, removes duplicates via LSH, indexes movie details, and retrieves relevant results using Okapi BM25. Features include query-based search, classification, clustering, BERT fine-tuning, a recommender system, and evaluation using metrics like precision and recall.
information-retrieval machine-learning bert classification-algorithms clustering-algorithms llms recommender-systems
Language:Jupyter Notebook 2
shubamsumbria / Breast-Cancer-Pred
Comparison of Different Machine Learning Classification Algorithms for Breast Cancer Prediction
breast-cancer-prediction classification-algorithms medical medical-image-analysis medical-imaging python sklearn wisconsin
Language:Python 2
Abdullah321Umar / Brainwave_Matrix_Intern-TASK2
♦️ Twitter US Airline Sentiment Analysis ♦️ Applied text preprocessing, NLP, and sentiment classification to analyze positive, neutral, and negative tweets. Created visualizations like sentiment distribution, airline comparisons, and word clouds for key insights. Delivered a cleaned dataset, insightful analysis, and automated PowerPoint report.
feature-engineering natural-language-processing python tokenization programming-environment-skills stemming-lemmatization classification-algorithms communication-skills confusion-matrix machine-learning model-evaluation naive-bayes python-pptx text-vectorization tf-idf-vectorizer word-frequency-analysis wordcloud-generation eda-skills visualization-export
Language:Jupyter Notebook 1
adataschultz / LoanApproval_LendingClub
Predict loan approval by using different variable selection methods
variable-selection class-imbalance classification-algorithms bank-loan-default
Language:Jupyter Notebook 1
Akawi85 / credit_defaulters
The goal of this project is to create a reliable service for banks and other credit card issuance companies that helps to detect clients who will default on the credit repayments given some highlighted features of the client.
credit-card-issuance classification-algorithms repayments pay payment
Language:HTML 1
bsiegelwax / Quantum-Classification-of-Amplitudes
This is non-optimized code intended solely to test whether or not quantum classification works with amplitude encoding.
artificial-intelligence artificial-intelligence-algorithms artificialintelligence classification classification-algorithm classification-algorithms machine-learning machine-learning-algorithms machinelearning machinelearning-python quantum quantum-algorithms quantum-computing quantum-machine-learning
Language:Jupyter Notebook 1
jesussantana / Supervised-Classification
Let’s practice and become familiar with classification algorithms.
python classification-algorithms classification-models knn-classifier logistic-regression support-vector-machine xgboost classification-trees automl lazzyclassifier automl-algorithms
Language:Jupyter Notebook 1
MiguelCarra / tle-satellite-classifier-python
Proyecto del Máster en Ingeniería de Telecomunicaciones (UAM) sobre clasificación de satélites y debris orbital usando datos TLE y Machine Learning (SVM, RF, XGBoost) en Python.
celestrak machine-learning python satellite-classification space-track tle-data classification-algorithms data-science ensemble-learning jupyter-notebook model-evaluation scikit-learn space-debris space-situational-awareness xgboost orbital-data-analysis
Language:Jupyter Notebook 1
MohammadvHossein / ML-GYM
The ML-GYM repository showcases machine learning projects using **scikit-learn**, covering classification, regression, and clustering. It offers educational resources for beginners and practical examples for experienced users, complete with detailed instructions.
classification-algorithms clustering-methods data-science decision-trees machine-learning python-programming random-forests regression-techniques scikit-learn supervised-learning unsupervised-learning cross-validation data-preprocessing feature-engineering model-evaluation neural-networks
Language:Jupyter Notebook 1
rajneeshvsht / Employee-Turnover-Rate-Prediction
This is a Machine Learning model designed to analyze various factors that contribute to Employee Turnover including job satisfaction, last evaluation, number of projects, average monthly hours, time spent in company, accidents at workplace, promotion in 5 years, department and salary.
classification-algorithms data-science machine-learning
Language:Jupyter Notebook 1
Tauseef117 / Bank-Loan-Analysis
Model using machine learning algorithms to determine loan approval for customers.
classification-algorithms data-science scikit-learn
Language:Jupyter Notebook 1
tboudart / Tanzanian-Water-Pumps-Clustering-and-Classification
For this group project, I performed cluster analysis and classification using Python to predict one of three classes for water pumps; functional, functional but needs repair, and non-functions. I used clustering to find hidden data structures to exploit for fitting individual classification techniques with better results than using the entire dataset. Unfortunately, k-means clustering, DBSCAN, hierarchical clustering, nor OPTICS produced well-defined clusters. The entire dataset was therefore used for fitting classification algorithms. The two classification techniques I was responsible for were k-nearest neighbors and stacked generalization ensemble. For the latter, I combined the best models each group member developed. All the models had a hard time predicting the functional but need repair class. My best model was only able to achieve an accuracy of 76%.
classification-algorithms cluster-analysis dbscan-clustering hierarchical-clustering jupyter-notebooks k-nearest-neighbor-classifier kmeans-clustering matplotlib numpy optics-clustering pandas pca pickle python scikit-learn stacking-ensemble warnings
Language:Jupyter Notebook 1
Tirth8038 / Email-Spambase-Classification
Task : Build a classification model which will be able to distinguish between spam/not spam.
classification-algorithms supervised-machine-learning
Language:Jupyter Notebook 1

classification-algorithms

ahmedbesbes / playground

eonu / sequentia

dsc-tiu / MLStudyJams2022-23

PradeepThapa / nsl_kdd_classification

Devinterview-io / classification-algorithms-interview-questions

Elzawawy / DeftEval

patschris / SeizureDetection

StarlangSoftware / Classification

StarlangSoftware / Classification-CPP

stxupengyu / Credit-Data-Analysis

vishvadesai9 / Breast_Cancer_Classification

eobi / machine-learning-classification-problem

officialarijit / Glaucoma-classification-ML-DL

ThecoderPinar / Credit-Card-Fraud-Detection-Project

ralphcajipe / diabetes-prediction

RimTouny / Credit-Card-Fraud-Detection

awcasella / Engenharia-Medica-Aplicada-UNIFESP-SJC-EngBio

caterinado / Machine-Learning-with-Python-The-Best-Classifier

javiccano / machine-learning-classifiers-dimensionality-reduction-and-applications-in-satellite-imagery

mdbenito / re-classwise-shapley

mdepasquale21 / ml-classification-exercise

samujjwaal / Spam-Email-Classifier

Sarthak-Mohapatra / Classification-of-GPU-Run-as-high-or-low-time-consuming-using-various-classification-Algorithms.

shayanshabani / MIR-2024-Project

shubamsumbria / Breast-Cancer-Pred

Abdullah321Umar / Brainwave_Matrix_Intern-TASK2

adataschultz / LoanApproval_LendingClub

Akawi85 / credit_defaulters

bsiegelwax / Quantum-Classification-of-Amplitudes

jesussantana / Supervised-Classification

MiguelCarra / tle-satellite-classifier-python

MohammadvHossein / ML-GYM

rajneeshvsht / Employee-Turnover-Rate-Prediction

Tauseef117 / Bank-Loan-Analysis

tboudart / Tanzanian-Water-Pumps-Clustering-and-Classification

Tirth8038 / Email-Spambase-Classification