classification-algorithms

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)

python machine-learning deep-learning regression kaggle hacktoberfest hacktoberfest-starter classification-algorithms hacktoberfest2022

UpdatedSep 17, 2022
Jupyter Notebook

PradeepThapa /nsl_kdd_classification

Star27

Cyber-attack classification in the network traffic database using NSL-KDD dataset

attack machine-learning-algorithms classification-algorithm kdd99 nsl-kdd kdd-dataset ensemble-machine-learning catboost-model classification-algorithms cyber-attacks-analytics cyber-attack-classification network-traffic-database u2r r2l

UpdatedSep 25, 2020
Python

Devinterview-io /classification-algorithms-interview-questions

Star11

🟣 Classification Algorithms interview questions and answers to help you prepare for your next machine learning and data science interview in 2026.

data-science machine-learning interview-practice coding-interviews interview-preparation technical-interview-questions machine-learning-interview data-science-interview classification-algorithms data-scientist-interview software-engineer-interview data-science-interview-questions coding-interview-questions machine-learning-interview-questions ai-interview-questions machine-learning-and-data-science classification-algorithms-interview-questions classification-algorithms-questions classification-algorithms-tech-interview

UpdatedJan 4, 2026

patschris /SeizureDetection

Star10

machine-learning jupyter-notebook eeg feature-extraction pca brain-activity chb-mit seizure-detection classification-algorithms

UpdatedDec 5, 2021
Jupyter Notebook

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.

nlp text-classification sentence-classification doc2vec codalab spacy-nlp classification-algorithms semeval-2020 deft-eval deft-corpus

UpdatedAug 31, 2020
Jupyter Notebook

StarlangSoftware /Classification

Star10

Machine learning library for classification tasks

deep-neural-networks feature-selection naive-bayes-classifier pca statistical-tests dataset-manager decision-tree-classifier decision-stumps multilayer-perceptron-network quadratic-discriminant-analysis linear-discriminant-analysis multilayer-perceptron random-forest-classifier subset-selection rocchio-algorithm knn-algorithm support-vector-machine-svm bagging-trees autoencoder-classification classification-algorithms

UpdatedJul 5, 2025
Java

StarlangSoftware /Classification-CPP

Star7

Machine learning library for classification tasks

UpdatedDec 16, 2025
C++

CodeByPinar /Credit-Card-Fraud-Detection-Project

Sponsor

Star6

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. 🚀✨

python data-science machine-learning data-visualization data-analysis data-preprocessing fraud-detection anamoly-detection classification-algorithms credit-card-transactions

UpdatedMar 30, 2024
Jupyter Notebook

stxupengyu /Credit-Data-Analysis

Star6

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.

data-analysis data-preprocessing classification-algorithms

UpdatedSep 13, 2020
Jupyter Notebook

vishvadesai9 /Breast_Cancer_Classification

Star6

Streamlit application to classify cancer as malignant or benign.

python heroku random-forest svm jupyter-notebook pandas seaborn naive-bayes-classifier data-analysis logistic-regression matplotlib decision-trees knn breast-cancer-classification breast-cancer-detection classification-algorithms streamlit

UpdatedOct 1, 2020
Python

eobi /machine-learning-classification-problem

Star4

A detailed look from seven different classification algorithms.

machine-learning supervised-learning writeup classification-algorithms

UpdatedJan 15, 2020
Python

officialarijit /Glaucoma-classification-ML-DL

Star4

Glaucoma and Non-Glaucoma classification using ML/Dl and ensemble approaches using Image Feature Extraction Using HOG (Histogram of Gradient)

glaucoma-detection classification-algorithms

UpdatedNov 14, 2022
Jupyter Notebook

RimTouny /Credit-Card-Fraud-Detection

Star3

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.

encoding data-science pca outliers dimensionality-reduction feature-engineering feature-scaling smote fraud-detection max-pooling nerual-network correlation-analysis kears label-encoding detection-model standardscaler classification-algorithms fraudulent-transactions tsne-visualization non-fraudulent-transactions

UpdatedJan 10, 2024
Jupyter Notebook

Aryan-Ghosh-Code /LogicLeaf

Star3

A Python-powered ML toolkit featuring a Decision Tree builder and Naive Bayes classifier implemented from scratch. Supports attribute selection using Entropy (ID3) and Gini Index (CART), with custom metric calculations, recursive tree construction, and Graphviz-based visualization for decision boundaries and probabilistic classification.

entropy naive-bayes-classifier density-based-clustering dendrogram kmeans-clustering-algorithm gini-index classification-algorithms db-scan decission-tree