gradient-boosting-classifier

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

UpdatedDec 5, 2019
Jupyter Notebook

Snigdho8869 /Multiclass-Text-Classification

Star29

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

UpdatedMar 16, 2025
Jupyter Notebook

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

Star28

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

UpdatedMay 11, 2019
Jupyter Notebook

indrapaul824 /Coronary-Heart-Disease-Prediction

Star27

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

UpdatedDec 3, 2020
Jupyter Notebook

adamingas /ordinalgbt

Star22

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

UpdatedMar 31, 2025
Jupyter Notebook

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

Star22

Pose estimation and prediction using Mediapipe and various ML models

logistic-regression decision-tree gradient-boosting-classifier mediapipe knn-gridsearch

UpdatedAug 6, 2023
Jupyter Notebook

DandiMahendris /Auto-Insurance-Fraud-Detection

Star19

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

UpdatedNov 14, 2023
HTML

dayfundora /Personality-Type

Star18

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

UpdatedJul 16, 2021
JavaScript

Jaap-Meerhof /Federated_XGBoost_Python

Star15

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

python xgboost gradient-boosting-classifier federated-learning gdbt-classifier membership-inference-attack

UpdatedDec 13, 2023
Python

ArnabKumarRoy02 /Phishing-attack-detection

Star13

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

UpdatedApr 13, 2023
Jupyter Notebook

shraddhasomani /Statistical-Modeling-for-NASDAQ100-Stock

Star10

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

UpdatedSep 25, 2023
R

abdullahsaka /Capital_One-Data_Challenge

Star10

Data Science Challenge

finance machine-learning gradient-boosting-classifier data-science-challenges fraud-detection capital-one random-forest-classifier

UpdatedMay 14, 2021
Jupyter Notebook

DmitryAsdre /rocauc_pairwise

Star8

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

UpdatedMay 19, 2023
Python

sushant1827 /Human-Activity-Recognition-with-Smartphones

Star8

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

UpdatedOct 31, 2019
Jupyter Notebook

Improve this page

Add a description, image, and links to thegradient-boosting-classifier topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thegradient-boosting-classifier topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

gradient-boosting-classifier

Here are 285 public repositories matching this topic...

benedekrozemberczki /awesome-gradient-boosting-papers

zygmuntz /hyperband

sharmapratik88 /AIML-Projects

kapilsinghnegi /Fake-News-Detection

asafschers /scoruby

wangy8989 /Bankruptcy-Prediction-using-Machine-Learning

KwokHing /YandexCatBoost-Python-Demo