Topic: gradient-boosting-machine Goto Github

👇 Here are 93 public repositories matching this topic...

ankushr785 / food-amenities-ordered-quantity-predictions
gradient-boosting-machine,A comprehensive repository containing the step by step approach (ARIMA, Gradient Boosting, XGB etc.) to increasing the predictive accuracy of ordered quantities
User: ankushr785
time-series-forecast arima gradient-boosting-machine machine-learning

avinashbarnwal / gsoc-2019
gradient-boosting-machine,All the Workings for GSOC-2019
User: avinashbarnwal
xgboost r python python3 survival-analysis accelerated-failure-time gradient-boosting-machine machine-learning machine-learning-algorithms

benedekrozemberczki / awesome-decision-tree-papers
gradient-boosting-machine,A collection of research papers on decision, classification and regression trees with implementations.
User: benedekrozemberczki
decision-tree decision-tree-classifier gradient-boosting gradient-boosting-machine regression-tree cart machine-learning machine-learning-research random-forest xgboost

benedekrozemberczki / awesome-gradient-boosting-papers
gradient-boosting-machine,A curated list of gradient boosting research papers with implementations.
User: benedekrozemberczki
gradient-boosting gradient-boosting-classifier gradient-boosting-machine gradient-boosted-trees gradient-boosting-decision-trees xgboost xgboost-algorithm catboost lightgbm random-forest

benedekrozemberczki / boostedfactorization
gradient-boosting-machine,An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
User: benedekrozemberczki
deepwalk l-ensnmf nmf boosting gradient-boosting-machine boosting-machine nmf-decomposition matrix-factorization sklearn boostedne

bgreenwell / mlday18
gradient-boosting-machine,Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18
User: bgreenwell
Home Page: https://bgreenwell.github.io/MLDay18/MLDay18.html#1
machine-learning r random-forest gradient-boosting-machine decision-trees partial-dependence-plot variable-importance-plots

bvsrkiran / comparison-of-base-models
gradient-boosting-machine,One Data Set with All Algorithms
User: bvsrkiran
r datascience algorithms logistic-regression decision-tree-classifier random-forest knn-classification xgboost gradient-boosting-machine roc-curve

dipalira / melbourne-housing-data-kaggle
gradient-boosting-machine,This repo uses the Kaggle data set of Melbourne Housing Market. https://www.kaggle.com/anthonypino/melbourne-housing-market
User: dipalira
regression lasso ridge-regression kaggle gradient-boosting-machine

drmerlot / startml
gradient-boosting-machine,R package for automatic hyper parameter tuning and ensembles with deep learning, gradient boosting machines, and random forests. Powered by h2o.
User: drmerlot
machine-learning h2o ensemble deep-learning gradient-boosting-machine random-forest r automatic tsne tsne-algorithm

ekagra-ranjan / analyze-this-18
gradient-boosting-machine,(National Rank: 22) Analyze This' 18, American Express Data Science Competition
User: ekagra-ranjan
american-express americanexpress analyze-this boosting-algorithms corelib credit-card cross-validation data-science data-science-challenges data-science-competition ensemble feature-engineering feature-extraction feature-selection gradient-boosting-machine random-forest sklearn svm xgb-classifier xgboost

ekagra-ranjan / gs-quantify-17
gradient-boosting-machine,GS-Quantify' 17, Goldman Sachs Data Science Competition
User: ekagra-ranjan
data-science goldmann-sachs gs-quantify gsquantify data-science-challenges data-science-competition xgboost xgb-classifier sklearn gradient-boosting-machine boosting-algorithm ensemble cross-validation feature-extraction feature-engineering feature-selection linear-regression

ekagra-ranjan / optimal-bidding
gradient-boosting-machine,Inter IIT Techmeet 2017, IIT Madras - Data Science Competition
User: ekagra-ranjan
data-science market-price electricity-market interiit bid-price bidding data-science-challenges data-science-competition sklearn svm

fahd09 / kaggle_competitions_old
gradient-boosting-machine,My contributions in Kaggle, mostly in a notebook format. Just for fun.
User: fahd09
kaggle kaggle-competition machine-learning social-network-analysis xgboost gradient-boosting-machine

gtesei / fast-furious
gradient-boosting-machine,code (R, Matlab/Octave), models and meta-models I needed in my Machine Learning Lab but I didn't found on the shelf
User: gtesei
matlab octave r gradient-boosting-machine model ensemble-learning metamodel neural-network svm

haghish / mlim
gradient-boosting-machine,mlim: single and multiple imputation with automated machine learning
User: haghish
automatic-machine-learning automl data-science elastic-net extreme-gradient-boosting gbm glm gradient-boosting gradient-boosting-machine imputation

johnnyyiu / poverty-prediction
gradient-boosting-machine,[Advanced Regression] Predicting the Poverty Probability Index using socioeconomic data from 12600 individuals over 7 African countries
User: johnnyyiu
datascience machinelearning python xgboost lightgbm datavisualization datapreprocessing modelstacking matplotlib pandas

joomik / housing
gradient-boosting-machine,Predicting housing prices from categorical and numerical data with gradient boosted regression trees.
User: joomik
gradient-boosting-machine regression python outlier-detection sklearn

joymnyaga / creditanalytics-loan-prediction
gradient-boosting-machine,A predictive model that uses several machine learning algorithms to predict the eligibility of loan applicants based on several factors
User: joymnyaga
python credit-risk machine-learning logistic-regression naive-bayes-classification random-forest decision-tree support-vector-machine gradient-boosting-machine knn-classification predictive-analytics

jphall663 / interpretable_machine_learning_with_python
gradient-boosting-machine,Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
User: jphall663
machine-learning python fatml xai gradient-boosting-machine decision-tree data-science fairness interpretable-machine-learning interpretability

kodagge / feasibility-prediction
gradient-boosting-machine,Blackbox feasibility prediction with machine learning to optimize a CMA-ES algorithm
User: kodagge
blackbox blackbox-optimization machine-learning deep-learning svm rbfsampler nearest-neighbor random-forest logistic-regression gradient-boosting-machine

ledata / ml-ensemble-with-feature-crawler
gradient-boosting-machine,Feature Crawler used for a Fraud Prevention competition
User: ledata
python lightgbm kaggle-competition feature-engineering gradient-boosting-machine

ledell / user-machine-learning-tutorial
gradient-boosting-machine,useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html
User: ledell
machine-learning deep-learning random-forest gradient-boosting-machine tutorial data-science ensemble-learning r

leffff / stackboost
gradient-boosting-machine,Open source gradient boosting library
User: leffff
boosting ensemble-learning decision-tree gradient-boosting regression-models classification-model python pypi data-science data-analysis

mdabros / sharplearning
gradient-boosting-machine,Machine learning for C# .Net
User: mdabros
machine-learning csharp decision-trees adaboost gradient-boosting-machine random-forest neural-nets deep-learning ensemble-learning cross-validation metrics dotnet machine learning opensource

mephistopheles-0 / performance-prediction-with-wearable-tech-data
gradient-boosting-machine,analyze data from accelerometers placed on the belt, forearm, arm, and dumbbell of six participants. These individuals were tasked with executing barbell lifts, both correctly and incorrectly, in five distinct manners
User: mephistopheles-0
Home Page: http://groupware.les.inf.puc-rio.br/har
gradient-boosting-machine machine-learning random-forest sports

mostafa-korashy / ml-based-frequency-offset-estimation-in-nr
gradient-boosting-machine,This repo contains a dataset for the problem of carrier frequency offset (CFO) estimation for 5G NR.
User: mostafa-korashy
5g 5g-nr artificial-intelligence dataset datasets ensemble-learning gradient-boosting-machine machine-learning wireless-communication

navdeep-g / interpretable-ml
gradient-boosting-machine,Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
User: navdeep-g
machine-learning machine-learning-interpretability interpretable-machine-learning python fatml xai gradient-boosting-machine decision-trees data-science fairness

neilzhang1012 / classification-models-using-h2o-machine-learning-engine-in-r
gradient-boosting-machine,How to build classification models using H2O in R
User: neilzhang1012
r h2o machine-learning classification logistic-regression random-forest gradient-boosting-machine neural-network ensemble-model

nisharangnani / adult-income-prediction
gradient-boosting-machine,A prediction model that uses logistic regression and gradient boosting to classify population income.
User: nisharangnani
machine-learning machine-learning-algorithms logistic-regression gradient-boosting gradient-boosting-machine classification classification-model classification-algorithm prediction-algorithm feature-engineering exploratory-data-analysis data-analysis exploratory-data-visualizations data-science

qiyiping / gbdt
gradient-boosting-machine,
User: qiyiping
boosting-algorithms gbdt gbm gbrt gradient-boosting gradient-boosting-decision-trees gradient-boosting-machine machine-learning

rachanajayaram / malwareprediction
gradient-boosting-machine,Using machine learning models to predict the probability of a windows system getting infected by various families of malware, based on different properties of that system.
User: rachanajayaram
dataset gradient-boosting-machine lgbm malware malware-prediction

rmitsuboshi / miniboosts
gradient-boosting-machine,A collection of boosting algorithms written in Rust 🦀
User: rmitsuboshi
boosting boosting-algorithm machine-learning adaboost rust adaboost-star corrective-erlpboost erlpboost lpboost smoothboost

rubixml / housing
gradient-boosting-machine,An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
Organization: rubixml
Home Page: https://rubixml.com
rubix-ml gradient-boosting gradient-boosting-machine gradient-boosted-trees regression machine-learning php machine-learning-tutorial housing-prices kaggle

rudreshveerkhare / customxgboost
gradient-boosting-machine,Modified XGBoost implementation from scratch with Numpy using Adam and RSMProp optimizers.
User: rudreshveerkhare
xgboost-algorithm numpy adam-optimizer rmsprop gradient-boosting-machine implementation-of-algorithms

serengil / chefboost
gradient-boosting-machine,A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
User: serengil
Home Page: https://www.youtube.com/watch?v=Z93qE5eb6eg&list=PLsS_1RYmYQQHp_xZObt76dpacY543GrJD&index=3
decision-trees gradient-boosting gradient-boosting-machine random-forest adaboost id3 c45-trees cart regression-tree gbm

serengil / decision-trees-for-ml
gradient-boosting-machine,Building Decision Trees From Scratch In Python
User: serengil
Home Page: https://sefiks.com/tag/decision-tree/
decision-tree gradient-boosting gradient-boosting-machine boosting bagging id3 c45 cart regression-trees lightgbm

serengil / h2o-ai-101
gradient-boosting-machine,This repository covers h2o ai based implementations
User: serengil
Home Page: https://sefiks.com/tag/h2o/
h2o h2oai gbm gradient-boosting gradient-boosting-machine gradient-boosting-decision-trees automl auto-ml machine-learning deep-learning

sh1ng / arboretum
gradient-boosting-machine,Gradient Boosting powered by GPU(NVIDIA CUDA)
User: sh1ng
arboretum gpu machine-learning cuda gradient-boosting-machine gradient-boosting python

statmixedml / py-boostlss
gradient-boosting-machine,An extension of Py-Boost to probabilistic modelling
User: statmixedml
distributional-regression gamlss machine-learning multi-target-regression probabilistic-modeling quantile-estimation uncertainty-estimation gradient-boosting-machine

szilard / benchm-ml
gradient-boosting-machine,A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
User: szilard
machine-learning data-science r python gradient-boosting-machine random-forest deep-learning xgboost h2o spark

szilard / gbm-perf
gradient-boosting-machine,Performance of various open source GBM implementations
User: szilard
machine-learning gradient-boosting-machine gbm h2oai xgboost lightgbm benchmark

szilard / gbm-tune
gradient-boosting-machine,Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions
User: szilard
machine-learning gradient-boosting-machine gbm hyperparameter-optimization overfitting

tugrulhkarabulut / tree-based-methods
gradient-boosting-machine,Implementation of Decision Tree and Ensemble Learning algorithms in Python with numpy
User: tugrulhkarabulut
machine-learning tree tree-based-methods adaboost gradient-boosting-machine gradient-boosting random-forest

vshantam / house-prices-advanced-regression-techniques
gradient-boosting-machine,Predict sales prices and practice feature engineering, RFs, and gradient boosting
User: vshantam
Home Page: https://www.kaggle.com/c/house-prices-advanced-regression-techniques
machine-learning-algorithms python3 ipython3 matplotlib scipy sklearn mse f1-score r2-score stochastic-gradient-descent

wepe / tgboost
gradient-boosting-machine,Tiny Gradient Boosting Tree
User: wepe
boosted-trees gradient-boosting-machine machine-learning xgboost sliq

windqaq / ml2017
gradient-boosting-machine,NTUEE Machine Learning, 2017 Spring
User: windqaq
ntu machine-learning linear-regression logistic-regression gradient-boosting-machine svdplusplus dimensionality-reduction sentiment-classification multi-label-classification kaggle-competition svd recommendation-system

wlogsolutions / telco-customer-churn-in-r-and-h2o
gradient-boosting-machine,Showcase for using H2O and R for churn prediction (inspired by ZhouFang928 examples)
Organization: wlogsolutions
r h2o showcase machine-learning grid-search gradient-boosting-machine h2oai rsuite churn-prediction

xuanyin / loan_default_prediction
gradient-boosting-machine,Loan Default Prediction, Individual Level Loan Data, Machine Learning, Logistic regression, Ridge, LASSO, Gradient Boosting, SVM, Random Forest
User: xuanyin
lending-club loan-default-prediction cross-validation random-forest gradient-boosting-machine ridge-regression lasso-regression logistic-regression svm performance-statistics

xxl4tomxu98 / autoencoder-feature-extraction
gradient-boosting-machine,Use auto encoder feature extraction to facilitate classification model prediction accuracy using gradient boosting models
User: xxl4tomxu98
autoencoderscompression autoencoder-neural-network sequence-to-sequence variational-autoencoders convolutional-autoencoder autoencoder-denoising autoencoder-classification autoencoder-latent-layer gradient-boosting-machine light-gradient-boosting-machine

yubin-park / bonsai-dt
gradient-boosting-machine,Programmable Decision Tree Framework
User: yubin-park
Home Page: https://yubin-park.github.io/bonsai-dt/
boosting-algorithms boosting-tree decision-tree gbdt gradient-boosting-machine machine-learning machine-learning-algorithms