classification-algorithims
There are 221 repositories under classification-algorithims topic.
metric-guided-prototypes-pytorch
PyTorch implementation of Metric-Guided Prototype Learning for hierarchical classification.
Network-Traffic-Classification-UNSW-NB15
Binary Classification for detecting intrusion network attacks. In order, to emphasize how a network packet with certain features may have the potentials to become a serious threat to the network.
breast-cancer-classification
This project is to test classification algorithms wrote from scratch in python using only numpy. Algorithms wrote in this project: KNN, Logistic Regression and Naive Bayes classifier.
machine-learning
Slides and Python code examples for undergraduate machine learning
PlantDiseaseClassification
Dataset Analysis & CNN Models Optimization for Plant Disease Classification.
Predicting-Crime-in-Toronto
Multi-class classification model for predicting the types of crimes in Toronto
complete-deployable-ml-solution
API-First approach to make Machine Learning solution usable
Predictive-maintenance-cost-minimization-using-ML-ReneWind
The aim to decrease the maintenance cost of generators used in wind energy production machinery. This is achieved by building various classification models, accounting for class imbalance, and tuning on a user defined cost metric (function of true positives, false positives and false negatives predicted) & productionising the model using pipelines.
irp-driven-ransomware-analysis
This repo is created to perform I/O Request Packet (IRP) driven ransomware analysis where the IRP logs were collected during ransomware execution.
Deep-Learning-Specialization
Coursera - Deep Learning Specialization - deeplearning.ai
machine-learning-roadmap-with-examples
This repository contains a roadmap with examples for machine learning, providing a step-by-step guide to help you navigate the field and acquire the necessary knowledge and skills
Machine-Learning-Codes-And-Templates
Codes and templates for ML algorithms created, modified and optimized in Python and R.
IBM_Data_Science
Git repository for IBM Professional Certification on Data Science
privateEC
An R package for Private Evaporative Cooling feature selection and classification with Relief-F and Random Forests
Quick-Draw
Implementation of Google Quick Draw doodle recognition game in PyTorch and comparing other classifiers and features.
Employee-Retention
Machine learning Classification problem with easy understandable solutions
machine-learning-bsc
Classification in Hyperspectral Images using Naive Bayes, minimum Euclidean Distance & k-NN. Machine learning projects implemented in MATLAB.
SML-Malaria-Detection
Compare Naive Bayes, SVM, XGBoost, Bagging, AdaBoost, K-Nearest Neighbors, Random Forests for classification of Malaria Cells
Churn-Prediction-of-Telecom-Data
This project is focused on end to end application of Machine Learning methodologies to achieve best predicting accuracy. Our goal is to predict churn rate of customers for a telecom service provider based on service charges and usage data of customer.
KnnAlgorithmScratch
K-Nearst Algorithm From Scratch( Codeperfectplus )
BeatVegas
Machine Learning tool used to analyze Proposition bets in NFL
ML-6.86x
Machine Learning Projects Repository
machine-learning-algorithms
Implementation of Machine Learning algorithms from scratch
Customer-Analytics
The project concerns an international e-commerce company* based in the USA who want to discover key insights from their customer database. They want to use some of the most advanced machine learning techniques to study their customers.
PointCloud_Classification_and_Segmentation
Implementing a PointNet based architecture for classification and segmentation with point clouds. Q1 and Q2 focus on implementing, training and testing models. Q3 asks you to quantitatively analyze model robustness.
mushroom-classification
This repository classifies mushrooms as poisonous or edible using various machine learning algorithms
ml_notebooks
A personal collection of ML Jupyter notebooks
Body-Fitness-Prediction
⚡ BODY FITNESS PREDICTION is a Machine Learning based web application that is used to predict the fitness levels of a person (Active/Inactive).
CreditCardFraudDetection
The task is to classify credit card transactions as fraudulent or legitimate.
ML-weather
Weather image classification using convolutional neural networks.
smart-move
Machine Learning Project on Smartphone Activity Detector
machineLearningTempelates
Templates in python and R for Data preprocessing , different Regression ,classification and clustering models . Template for Association rule learning , Reinforcement learning , Natural language processing , Deep learning etc.
NTI-Final-Assignment
NTI-Final-Assignment Use flask(python) and shiny dashboard (R) to build simple user interface to see how choosing classification model may affect prediction accuracy, using Customer Churn Dataset.
Password-Strength-Analysis
Password Strength Analysis using Machine Learning Classification Algorithms
inbix
In Silico Bioinformatics Toolbox