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gradient-boosting-classifier

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benedekrozemberczki / awesome-gradient-boosting-papers

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Star 1k

A curated list of gradient boosting research papers with implementations.

classifier machine-learning deep-learning random-forest h2o xgboost lightgbm gradient-boosting-machine adaboost decision-tree gradient-boosting-classifier classification-algorithm gradient-boosting boosting classification-trees xgboost-algorithm catboost gradient-boosted-trees classification-tree gradient-boosting-decision-trees
  • Updated Jan 5, 2026
  • Python

zygmuntz / hyperband

Star 600

Tuning hyperparams fast with Hyperband

machine-learning hyperparameters hyperparameter-optimization hyperparameter-tuning gradient-boosting-classifier gradient-boosting
  • Updated Aug 15, 2018
  • Python

sharmapratik88 / AIML-Projects

Star 187

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

nlp data-science machine-learning statistics computer-vision random-forest data-visualization recommendation-system logistic-regression support-vector-machines decision-tree-classifier gradient-boosting-classifier knearest-neighbor-algorithm oversampling supervised-machine-learning unsupervised-machine-learning catboost ensemble-machine-learning machinelearningprojects datascienceproject
  • Updated Aug 23, 2021
  • Jupyter Notebook

kapilsinghnegi / Fake-News-Detection

Star 116

This project detects whether a news is fake or not using machine learning.

python machine-learning scikit-learn sklearn logistic-regression decision-tree-classifier gradient-boosting-classifier random-forest-classifier fakenewsdetection
  • Updated Mar 1, 2025
  • Jupyter Notebook

asafschers / scoruby

Star 70

Ruby Scoring API for PMML

ruby ruby-gem machine-learning random-forest naive-bayes classification gbm pmml decision-tree gradient-boosting-classifier rubyml gradient-boosted-models
  • Updated Oct 19, 2022
  • Ruby

wangy8989 / Bankruptcy-Prediction-using-Machine-Learning

Star 33

Using various machine learning models to predict whether a company will go bankrupt

python machine-learning neural-network logistic-regression support-vector-machines gradient-boosting-classifier naive-bayes-classification risk-modelling credit-risk bankruptcy-prediction
  • Updated Oct 28, 2022
  • Jupyter Notebook

Snigdho8869 / Multiclass-Text-Classification

Star 30

Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.

nlp flask machine-learning natural-language-processing deep-learning neural-network text-classification gru flask-application ensemble-learning logistic-regression support-vector-machines gradient-boosting-classifier cnn-model keras-tensorflow random-forest-classifier rnn-lstm bert-fine-tuning xlnet-fine-tuning adaboost-classifier
  • Updated Mar 16, 2025
  • Jupyter Notebook

KwokHing / YandexCatBoost-Python-Demo

Star 29

Demo on the capability of Yandex CatBoost gradient boosting classifier on a fictitious IBM HR dataset obtained from Kaggle. Data exploration, cleaning, preprocessing and model tuning are performed on the dataset

visualization python data-science pandas seaborn feature-selection data-analysis data-preprocessing python27 gradient-boosting-classifier gradient-boosting pearson-correlation one-hot-encode catboost variance-analysis yandex-catboost
  • Updated Dec 5, 2019
  • Jupyter Notebook

indrapaul824 / Coronary-Heart-Disease-Prediction

Star 27

This contains the Jupyter Notebook and the Dataset for the mentioned Classification Predictive Modeling Project

random-forest python3 supervised-learning logistic-regression confusion-matrix resampling decision-trees feature-engineering jupyter-notebooks hyperparameter-tuning gradient-boosting-classifier knn-classification bivariate-analysis ensemble-classifier heart-disease classification-model framingham accuracy-score univariate-analysis minmaxscalar
  • Updated Dec 3, 2020
  • Jupyter Notebook

zin288 / DanceVision-AI-Driven-Dance-Proficiency-Assessment

Star 27

Pose estimation and prediction using Mediapipe and various ML models

logistic-regression decision-tree gradient-boosting-classifier mediapipe knn-gridsearch
  • Updated Aug 6, 2023
  • Jupyter Notebook

krpiyush5 / Facebook-Friend-Recommendation-using-Graph-Mining

Star 27

In this challenge we have given a directed social graph, and we have to predict missing links to recommend users (Link Prediction in graph)

machine-learning facebook random-forest feature-engineering gradient-boosting-classifier graphmining
  • Updated May 11, 2019
  • Jupyter Notebook

DandiMahendris / Auto-Insurance-Fraud-Detection

Star 26

This research goal is to build binary classifier model which are able to separate fraud transactions from non-fraud transactions.

machine-learning gradient-boosting-classifier fraud-detection xgboost-classifier
  • Updated Nov 14, 2023
  • HTML

adamingas / ordinalgbt

Star 22

A package to build Gradient boosted trees for ordinal labels

xgboost gbm lightgbm gradient-boosting-classifier gradient-boosting ordinal-regression catboost ordinal-classification lightgbm-mo
  • Updated Mar 31, 2025
  • Jupyter Notebook

dayfundora / Personality-Type

Star 18

Recognition of Persomnality Types from Facebook status using Machine Learning

python machine-learning facebook machine-learning-algorithms gradient-boosting-classifier svc personality-traits big5 liwc random-forest-classifier liwc-dictionaries linear-regression-classification sgd-classifier personality-predicting multinomialnb facebook-status-scraper big5-ocean-traits logistic-regression-classifier ridge-classifier
  • Updated Jul 16, 2021
  • JavaScript

Jaap-Meerhof / Federated_XGBoost_Python

Star 16

FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference

python xgboost gradient-boosting-classifier federated-learning gdbt-classifier membership-inference-attack
  • Updated Dec 13, 2023
  • Python

ArnabKumarRoy02 / Phishing-attack-detection

Star 14

This project is our submission for the Kavach Hackathon 2023, in which we have created a browser extension that detects the links present in the email and classifies whether they are safe or not.

python machine-learning cybersecurity gradient-boosting-classifier
  • Updated Apr 13, 2023
  • Jupyter Notebook

abdullahsaka / Capital_One-Data_Challenge

Star 11

Data Science Challenge

finance machine-learning gradient-boosting-classifier data-science-challenges fraud-detection capital-one random-forest-classifier
  • Updated May 14, 2021
  • Jupyter Notebook

shraddhasomani / Statistical-Modeling-for-NASDAQ100-Stock

Star 10

Analyze NASDAQ100 stock data. Used ARIMA + GARCH model and machine learning techniques Naive Bayes and Decision tree to determine if we go long or short for a given stock on a particular day

r statistical-analysis stock-market naive-bayes-classifier decision-trees garch gradient-boosting-classifier nasdaq100 arima-model
  • Updated Sep 25, 2023
  • R

DmitryAsdre / rocauc_pairwise

Star 8

RocAuc Pairiwse objective for gradient boosting

openmp cuda ranking gpu-acceleration gpu-computing binary-classification gradient-boosting-classifier cython-wrapper pairwise gradient-boosting gpu-accelerated-library lambdarank cuda-programming pairwise-ranking
  • Updated May 19, 2023
  • Python

sushant1827 / Human-Activity-Recognition-with-Smartphones

Star 8

Kaggle Machine Learning Competition Project : To classify activities into one of the six activities performed by individuals by reading the inertial sensors data collected using Smartphone.

exploratory-data-analysis gyroscope seaborn accelerometer classification logistic-regression python-3 support-vector-machine confusion-matrix t-sne grid-search human-activity-recognition decision-tree-classifier gradient-boosting-classifier iot-application linear-discriminant-analysis random-forest-classifier gridsearchcv kernel-svm-classifier rbf-classifier
  • Updated Oct 31, 2019
  • Jupyter Notebook

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