ensemble-models

Here are 43 public repositories matching this topic...

imamitsingh / Classification-of-malwares-using-machine-learning-algorithms

Classify malware into families based on file content and characteristics

natural-language-processing random-forest feature-extraction bag-of-words logistic-regression t-sne feature-engineering linear-models knn-classifier ensemble-models malware-classification xgboost-classifier pixel-intensity log-loss-score-metric

Updated Jun 2, 2021
Jupyter Notebook

MariaClaraMendes / Regression-Project

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Boston House Price

linear-regression eda tunning knn ensemble-models

Updated May 24, 2021
Jupyter Notebook

MaoIlich / Project-3-Ensemble-Techniques---Term-Deposit-Sale

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Goal Using the data collected from existing customers, build a model that will help the marketing team identify potential customers who are relatively more likely to subscribe term deposit and thus increase their hit ratio

graphviz supervised-learning logistic-regression decision-tree-classifier gradient-boosting-classifier random-forest-classifier ensemble-models bagging-trees lightbgm xgboost-classifier randomizedsearchcv adaboostclassifier

Updated Aug 2, 2020
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abhishekmanglaa / credit-card-profittability

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Using Logistics, Classification, and KNN modelling to predict if a credit card account will default.

machine-learning ggplot2 r random-forest svm naive-bayes naive-bayes-classifier logistic-regression decision-trees predictive-modeling ridge-regression knn boosting lasso-regression classification-trees bagging knn-classification ensemble-models

Updated Oct 26, 2020

SwamiKannan / Post-Graduate-Program-AI-ML

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Programming assignments completed in the PG Program for AI ML

statistics computer-vision tokenizer exploratory-data-analysis cross-validation supervised-learning hyperparameter-optimization decision-trees ann unsupervised-learning nlp-machine-learning computer-vision-algorithms capstone-project grid-search-hyperparameters ensemble-models open-cv tensorflow2 great-learning recommendation-engines decision-trees-algorithm

Updated Oct 25, 2022
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Alexisjr2001 / ML-Assignments

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Assignments from NIS-08-04 :: Machine Learning University Course, covering Linear Models, Tree Models, and Ensemble Methods.

numpy pandas linear-models scikitlearn-machine-learning ensemble-models tree-models

Updated Mar 10, 2023
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vamshikallem / Churn-Prediction-of-Telecom-Data

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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.

eda dimensionality-reduction classification-trees classification-algorithims pre-processing ensemble-models

Updated Aug 23, 2020
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imenbkr / mlops-project

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A Machine Learning project to predict the success or failure of startups based on data by using ensemble modeling techniques, MLflow for tracking experiments, Docker for containerization.

machine-learning ensemble-models mlflow streamlit mlflow-tracking

Updated Dec 10, 2023
Python

kpetridis24 / machine-learning-intro

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Introductory project to Linear Models, Decision Trees and Ensemble Methods

machine-learning random-forest svm linear-regression scikit-learn data-visualization logistic-regression decision-trees stacking bagging ensemble-models

Updated Jun 7, 2022
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antonyalexos / LWTA-SBP-Adversarial-Robustness-DNN

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A repository about Robust Deep Neural Networks with Uncertainty, Local Competition and Error-Correcting-Output-Codes in TensorFlow.

uncertainty uncertainty-neural-networks ibp uncertainty-estimation robustness adversarial-machine-learning ensemble-models adversarial-attacks attack-model local-competition

Updated Sep 21, 2020
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NijatZeynalov / Ensemble-Learning-Algorithms

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Ensemble models in machine learning combine the decisions from multiple models to improve the overall performance

ensemble-learning classification-algorithm ensemble-models

Updated Jul 21, 2020
Python

mustafahakkoz / Predict_Transaction_Amount

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A submission for Türkiye İş Bankası Machine Learning Challenge #2

feature-engineering bayesian-optimization regression-trees ensemble-models ml-challenges

Updated Oct 4, 2021
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Sandy0002 / Machine-Learning-Exercises

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A comprehensive set of programs demonstrating machine learning techniques have been made.

Updated Jul 28, 2023
Python

jpedrocm / pool-pruning-experiment

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Experiment on the pruning of pool of classifiers

machine-learning binary-classification diversity-measures ensemble-models ensemble-pruning

Updated Oct 29, 2018
Python

Ankit-Kumar-Saini / Machine-Learning-Lab-Plaksha

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Programming assignments covering fundamentals of machine learning and deep learning. These were completed as part of the Plaksha Tech Leaders Fellowship program.

opencv machine-learning deep-learning numpy scikit-learn pandas python3 dcgan image-classification transfer-learning loss-functions variational-autoencoder face-generation ensemble-models tensorflow2 molecule-generation grid-search-cv scikit-learn-pipelines gpt-2-text-generation

Updated Aug 7, 2021
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jpedrocm / noise-detection-ensemble

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Personal implementation of the paper "A two-stage ensemble method for the detection of class-label noise"

machine-learning binary-classification uci-ml noise-detection paper-implementations ensemble-models

Updated Dec 7, 2018
Python

d4rthm4ul / Time-Series-Analysis-KATS-Covid-19-Azerbaijan

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With the help of a brand new KATS package, we can detect outliers, change points, and build very strong Time Series Analysis models. By inspecting this repository you can get a solid vision of KATS on real Covid-19 data of Azerbaijan.