classifiers

There are 4 repositories under classifiers topic.

jim-spyropoulos / Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn
Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently trajectories.
classification classifiers dtw knn logistic-regression machine-learning python random-forest scikit-learn scikitlearn-machine-learning similarity-measures trajectory trajectory-analysis
Language:Python 65
zeek-flowmeter / zeek-flowmeter
A Zeek script to generate features based on timing, volume and metadata for traffic classification.
zeek zeek-ids cicflowmeter flow machine-learning feature-extraction layer3 classifiers training zeek-flowmeter ipv6-flows packet analysis ipv4
Language:Zeek 53
rehmanzafar / dlime_experiments
In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).
breast-cancer-dataset python3 random-forest classifiers neural-networks scikit-learn clusters xai explainable-ai explainable-ml lime dlime knn heirarchical-clustering machine-learning
Language:Jupyter Notebook 29
biosails / pheniqs
Fast and accurate sequence demultiplexing
sequencing multiplexing demultiplexing bam cram sam fastq barcode tag tagging classifiers autocomplete robust
Language:C++ 27
aswinzz / Machine-Learning-Algorithms
All Machine Learning Algorithms
hacktoberfest machine-learning-algorithms clustering classifiers regression
Language:Jupyter Notebook 25
san089 / Big_Data_Project
Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.
fakenewsdetection textclassification text-mining vectorization machine-learning scikit-learn vectorizers classifiers ensemble-model news-classification
Language:Python 17
dykang / xslue
ACL 2021 paper "Style is NOT a single variable: Case Studies for Cross-Style Language Understanding " by Dongyeop Kang and Eduard Hovy
benchmark classifiers cross-style-language nlp style style-transfer
Language:Python 13
sakshidgoel / Bilingual-Sentiment-Analysis
The main aim of the project is to develop a sentiment analyzer that can be used on twitter data to classify it as positive or negative. Our project takes care of the challenge of bilingual comments, where people tweet in two languages, in this case Hindi and English, in the Latin Alphabet.
sentiment-analysis ensemble-models hindi-english twitter-data hybrid-model classifiers bilingual-comments kaggle-dataset code-mixed natural-language-processing
Language:Jupyter Notebook 13
Ansh3101 / MachineLearning
Machine Learning Modelling On Regression & Classification Problems
classifiers machine-learning regressors perceptrons data-analysis data-science numpy pandas scikit-learn collaborate learn ghdesktop github jetbrains
Language:Jupyter Notebook 10
novasush / image-classifier-in-javascript
Deploy image classifier on a static website using javascript.
tensorflow tensorflowjs tensorflow2 keras keras-tensorflow tensorflow-keras javascript tfjs classification classifier classifier-model tensorflowjs-models classifiers
Language:Jupyter Notebook 10
gale31 / ObjectDetector
ObjectDetector uses OpenCV Haar cascade classifiers to detect different objects in images and videos with Python. For now, this repository includes my trained haar cascade classifier for detecting cars, the default haar cascade classifier for human faces (haarcascade_frontalface_default), a classifier for bananas from CodingRobin and a classifier for wallclocks which are used and tested in programs, detecting the objects from image/video, comparison between different human body parts classifiers and some other programs, which (will) help training the classifiers (for example, a program downloading the "cat box" synset images from ImageNet).
bananas cascade-classifier cats classifiers detecting-cars haar image-classification imagenet objectdetector opencv wallclock
Language:Java 9
allenai / learning-curve
Library for computing classifier Learning Curves & iPython notebooks to improve your learning curve for using Learning Curves for ML research and practice!
machine-learning evaluation-metrics ipython-notebook classifiers
Language:Jupyter Notebook 8
RuSentRel-Leaderboard
nicolay-r / RuSentRel-Leaderboard
This is an official Leaderboard for the RuSentRel-1.1 dataset originally described in paper (arxiv:1808.08932)
attention attention-mechanism benchmark bert-model bilstm chatgpt classifiers cnn language-models leaderboard low-resource-nlp neural-networks relation-extraction sentiment-analysis
Language:Python 8
Wadaboa / bayesian-net-classifier
Various classifiers using bayesian networks, for Knowledge Representation class at UNIBO
bayesian-networks tree-augmented-naive-bayes forest-augmented-naive-bayes naive-bayes classifiers
Language:Jupyter Notebook 8
Automatic_design_of_quantum_feature_maps_Genetic_Auto-Generation
sergio94al / Automatic_design_of_quantum_feature_maps_Genetic_Auto-Generation
Registered Software. Official code of the published article "Automatic design of quantum feature maps". This quantum machine learning technique allows to auto-generate quantum-inspired classifiers by using multiobjetive genetic algorithms for tabular data.
artificial-intelligence evolutionary-algorithms machine-learning quantum-algorithms quantum-computing quantum-machine-learning genetic-algorithms optimization-methods qml kernel-methods multiobjective-optimization evolutionary-strategy automatic-machine-learning genetic-algorithm quantum-inspired-algorithm supervised-learning-algorithms classifiers quantum-kernel
Language:Jupyter Notebook 7
anthonykrivonos / nba-ml
🏀 Hardcoded ML classifiers from scratch to create predictive models on the outcomes of NBA games!
hardcoded ml machine-learning classifiers python fromscratch nba basketball sports data science
Language:Python 6
Airbnb-NYC-Maps
PRITHIVSAKTHIUR / Airbnb-NYC-Maps
Airbnb Price in NYC ( Select Boroughs )
airbnb classifiers gradio huggingface map maps nyc plotly point price price-tracker pyplot range space
Language:Python 6
amitjoshi9627 / PoemClassification
Making a dataset of poems and try categorising them in 4 genres using two different classifiers.
poem scrapy spacy nlp classifiers classification sklearn
Language:Jupyter Notebook 4
taneemishere / Live-AI-Smile-Detector
An AI application that can detect the smile on the face(s) in real time i-e from a webcam or even a captured video.
smile detect-smiles classifiers artificial-intelligence machine-learning computer-vision opencv
Language:Python 4
HerambVD / mortgage-risk-analysis
A research on how macroeconomic, microeconomic factors and personal data could affect mortgage risk using Machine Learning techniques.
explorable-explanations machine-learning machine-learning-algorithms pca mortgage-risk dimensional-analysis macroeconomic-factors skewness mortgage-defaults classifiers prediction
Language:Jupyter Notebook 3
jonathanloganmoran / emotion-recognition-neural-networks
A convolutional neural network for human emotion classification
convolutional-neural-networks facial-expression-recognition object-detection haar-cascade classifiers tensorflow
Language:Python 3
Raschka-research-group / hotspotter
Hotspotter is software used to classify energetic hot spots of protein:protein interaction
ace2 bioinformatics classifiers covid-19 hotspot machine-learning molecular-biology protein-design protein-hot-spot-prediction proteins python scikit-learn
Language:Jupyter Notebook 3
RishiHazra / Fake-news-detection
Fake News Detection on Liar dataset
cnn-model classifiers svm liar-dataset tensorflow lstm text-classification
Language:Python 3
shreydan / MachineLearningRecipes
Following tutorials from Josh Gordon.
machine-learning python google tutorials youtube-playlist beginner-friendly beginner classifiers supervised-machine-learning
Language:Python 3
ahmadhuss / FaceRecognizer
😨 Detects faces by using OpenCV which is computer vision interface library or platform like Matlab. OpenCV provides classifiers for detecting a different type of objects by using a different kind of sensors and cameras.
opencv classifiers detect-faces java
Language:Java 2
javiervales / ML
Machine learning course for graduate students
ann classifiers clustering course decision-trees jupyter-notebooks knn machine-learning python random-forest regression svm
Language:Jupyter Notebook 2
Moolfel / Ensembles-Of-Different-Classifiers
Combinin' several ML techniques into one predictive model.
classifiers ensemble-machine-learning
Language:Jupyter Notebook 2
tatigabru / kaggle-plasticc
Photometric light curves classification with machine learning
lightgbm light-curves classifiers kaggle machine-learning time-series plasticc lightgbm-classifier
Language:Python 2
Youlenda / Driver-Consciousness-Level-Analysis-Using-EEG-Signals
Driver's Consciousness Level Analysis using EEG Signals
eeg-signals driver-consciousness classifiers neural-networks svm knn k-fold-cross-validation decision-trees feature-extraction matlab
2
polinavishnev / CS156-Machine-Learning
A collection of substantial projects I completed for the CS156 Machine Learning course.
classifiers clustering ensemble-model machine-learning regression-models rolling-window transformers
Language:Jupyter Notebook 1
pstavrakoglou / SAP
Text Sentiment Analysis using Ensembles
classifiers ensembles sentiment-analysis
Language:Jupyter Notebook 1
ml-predictive-maintenance
riccardoprosdocimi / ml-predictive-maintenance
This repository contains code and documentation for a machine learning project focused on predictive maintenance in industrial machinery. The project explores the development of a comprehensive predictive maintenance system using various machine learning techniques.
artificial-neural-networks classifiers gru logistic-regression lstm machine-learning mlp pytorch rnn auc-roc-curve data-preprocessing failure-prediction feature-engineering hyperparameter-tuning industrial-machinery model-evaluation precision-recall predictive-maintenance sequential-models deep-learning
Language:Jupyter Notebook 1
sairajindroju / Rain-Prediction-DataAnalytics
Analyzed a 23-feature dataset, targeting 'RainTomorrow' for weather insights. Conducted thorough data gathering, preprocessing, and feature selection. Evaluated diverse models (Logistic Regression, Random Forest, Decision Trees, K-means, K-nearest neighbors, Hierarchical clustering) and employed technical metrics for in-depth performance analysis.
classifiers machine-learning matplotlib pyspark python pytorch seaborn sk-learn
Language:Jupyter Notebook 1
SubbulakshmiSN / Decision_tree_algo_study_for_wine_data
Decision Tree Classifier is used in this wine data to test the quality of wine. Additional study about entropy and information gain provides overall understanding about how this classifier works in order to predict.
classifiers entropy gain pandas python sklearn
Language:Jupyter Notebook 1
SubbulakshmiSN / Diabetes_Prediction_application_using_streamlit
The Diabetes Prediction Application serves as a valuable tool for individuals to assess their risk of diabetes based on personal health information. By leveraging machine learning techniques, the application provides accurate predictions, aiding users in making informed decisions about their health.
classifiers decision-tree-classifier numpy ordinalencoder pandas python3 sklearn streamlit
Language:Jupyter Notebook 1
Tynoee / Loan-Approval-Prediction
This project is a web application for predicting loan approval status based on various financial and personal attributes. It uses a machine learning model that I trained on historical loan data to make predictions. I built the web application using Flask for the web framework, SQLite for the database, and the pre-trained model saved with joblib.
css data-transformation flask-application html machine-learning model-training sqlite3 classifiers google-colab jupyter-notebook logistic-regression
Language:Jupyter Notebook 1

classifiers

jim-spyropoulos / Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn

zeek-flowmeter / zeek-flowmeter

rehmanzafar / dlime_experiments

biosails / pheniqs

aswinzz / Machine-Learning-Algorithms

san089 / Big_Data_Project

dykang / xslue

sakshidgoel / Bilingual-Sentiment-Analysis

Ansh3101 / MachineLearning

novasush / image-classifier-in-javascript

gale31 / ObjectDetector

allenai / learning-curve

nicolay-r / RuSentRel-Leaderboard

Wadaboa / bayesian-net-classifier

sergio94al / Automatic_design_of_quantum_feature_maps_Genetic_Auto-Generation

anthonykrivonos / nba-ml

PRITHIVSAKTHIUR / Airbnb-NYC-Maps

amitjoshi9627 / PoemClassification

taneemishere / Live-AI-Smile-Detector

HerambVD / mortgage-risk-analysis

jonathanloganmoran / emotion-recognition-neural-networks

Raschka-research-group / hotspotter

RishiHazra / Fake-news-detection

shreydan / MachineLearningRecipes

ahmadhuss / FaceRecognizer

javiervales / ML

Moolfel / Ensembles-Of-Different-Classifiers

tatigabru / kaggle-plasticc

Youlenda / Driver-Consciousness-Level-Analysis-Using-EEG-Signals

polinavishnev / CS156-Machine-Learning

pstavrakoglou / SAP

riccardoprosdocimi / ml-predictive-maintenance

sairajindroju / Rain-Prediction-DataAnalytics

SubbulakshmiSN / Decision_tree_algo_study_for_wine_data

SubbulakshmiSN / Diabetes_Prediction_application_using_streamlit

Tynoee / Loan-Approval-Prediction