catboost

catboost / catboost

3.8k

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, reg…

machine-learning decision-trees gradient-boosting gbm gbdt python r kaggle gpu-computing catboost tutorial categorical-features gpu coreml data-science big-data cuda data-mining

C++ Updated Mar 22, 2019 30 issues need help

HunterMcGushion / hyperparameter_hunter

217

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

artificial-intelligence machine-learning hyperparameter-optimization hyperparameter-tuning neural-network keras scikit-learn xgboost lightgbm catboost regularized-greedy-forest deep-learning data-science python machine-learning-algorithms rgf sklearn optimization experimentation

Python Updated Mar 21, 2019 5 issues need help

catboost / tutorials

137

CatBoost tutorials repository

catboost tutorials ipython-notebook ipython kaggle titanic-dataset

Jupyter Notebook Updated Feb 14, 2019

catboost / benchmarks

87

Comparison tools

benchmark comparison quality speed gpu ranking classification regression catboost xgboost lightgbm kaggle h2o

Jupyter Notebook Updated Jan 16, 2019

HuangCongQing / AI_competitions

69

AI比赛相关

ai competitions xgboost lightgbm logistic sklearn sklearn-classify catboost matplotlib agg

Updated Mar 18, 2019

classtag / ijcai18-mama-ads-competition

53

IJCAI-18 阿里妈妈搜索广告转化预测初赛方案

ijcai-18 admin catboost lightgbm ctr tianchi data-processing

Jupyter Notebook Updated Apr 22, 2018

Doodies / Github-Stars-Predictor

21

It's a github repo star predictor that tries to predict the stars of any github repository having greater than 100 st…

github-api github-stars machine-learning deep-learning data-visualization prediction gradient-boosting-regressor deep-neural-networks random-forest catboost nodejs python keras matplotlib seaborn xgboost

Jupyter Notebook Updated Mar 1, 2018

bsharchilev / influence_boosting

15

Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"

python catboost influence-functions machine-learning machine-learning-algorithms paper gradient-boosting

Python Updated Mar 3, 2018

KwokHing / YandexCatBoost-Python-Demo

13

Demo on the capability of Yandex CatBoost gradient boosting classifier on a fictitious IBM HR dataset obtained from K…

python python27 catboost gradient-boosting-classifier gradient-boosting pearson-correlation variance-analysis feature-selection one-hot-encode seaborn yandex-catboost data-preprocessing

Jupyter Notebook Updated Dec 10, 2017

Koziev / WordRepresentations

5

Сравнение нескольких способов представления слов для построения языковых моделей

nlp nlp-machine-learning ngram-analysis ngrams keras-neural-networks tensorflow lasagne nolearn xgboost catboost singa opennn w2v language-model nlm sdr tiny-dnn

Python Updated Sep 20, 2017

neptune-ml / open-solution-gstore

4

Open solution to Kaggle's: Google Analytics Customer Revenue Prediction 📊

predictive-modeling predictive-analytics machine-learning deep-learning python python3 neptune neptune-framework xgboost lightgbm lgbm catboost kaggle kaggle-competition open-source open-solution steppy steppy-toolkit steppy-library

Updated Oct 5, 2018

NishantBhavsar / Data-Identity

4

Student DataHack - Data Identity hackathon 2018 Hosted by Analytics Vidhya. ROC-AUC score 0.83+. 5th place solution

data data-science machine-learning catboost competition

Jupyter Notebook Updated Jul 22, 2018

Cuongvn08 / kaggle_zillow_price

3

[Done] xgoost, lightgbm for house prediction

xgboost lightgbm python3 kaggle-zillow-prize catboost

Python Updated Oct 16, 2017

RiceKaggle / EloMerchantKaggle

3

This is a repository for elo merchant kaggle competition.

kaggle python machine-learning feature-engineering lightgbm catboost decision-tree

Python Updated Jan 10, 2019

satvikshetty04 / Hackerearth-ML3

2

Team repo for ML3

hackerearth machine-learning catboost xgboost

Python Updated Aug 15, 2017

NishantBhavsar / Genpact-ML-hackathon

2

Genpact ML hackathon 2018 hosted on Analytics Vidhya. Food demand forecasting - 79th rank solution

hackathon machine-learning time-series-forecasting catboost python3

Jupyter Notebook Updated Dec 16, 2018

TshepoMK / MeterDataScience

1

Notebooks from my blog. meterdatascience.weebly.com

titanic titanic-survival-prediction python catboost xgboost-algorithm adaboost

Jupyter Notebook Updated Oct 10, 2018

JasonChu1313 / KagglePipeline

1

This repository provides commonly used modules from feature engineering to model training for machine learning tasks …

machine-learning kaggle-competition kaggle-elo recommender-system lightgbm xgboost catboost pipeline-as-code feature-engineering feature-selection model-selection bayesian-optimization

Python Updated Jan 2, 2019

amirz79 / 3D-Printer-Kaggle

1

3D Printer dataset from Kaggle

3d-printing 3d-printer rapid rapid-prototyping catboost feature-extraction

Jupyter Notebook Updated Feb 14, 2019

zephyrluo / oral

1

oral-vocabulary catboost flutter-apps livestreaming sns

Dart Updated Dec 14, 2017

amirz79 / APS-Failure-Model

1

Air Pressure System Dataset from Kaggle to create a failure prediction model

failure failure-prediction catboost cost-estimation predictive-analysis probability-distributions classification-algorithm binary-classification gradient-boosting

Jupyter Notebook Updated Feb 14, 2019

junjiedong / Zillow-Kaggle

Solution for Zillow’s Home Value Prediction Competition on Kaggle

kaggle catboost lightgbm machine-learning

Jupyter Notebook Updated Jan 6, 2019

rishanki / Xgboost-VS-Catboost-Vs-LiteGBM

The python notebook is on googles new collabatory tool. Its a churn model being run on 3 different algorithms to comp…

xgboost-algorithm catboost gbm collaborative-editing machine-learning-algorithms churn-prediction telecommunications analytics

Jupyter Notebook Updated Mar 3, 2018

BenbenIO / Diabetes_analysis

Machine Learning project

diabetes machine-learning catboost kaggle

Jupyter Notebook Updated Mar 7, 2018

bharadwaj6 / hackathon_scripts

A bunch of one-off kernels written for various machine learning hackathons using different libraries

machine-learning hackathon catboost lightgbm python deep-learning fastai hackerearth kaggle gradient-boosting analytics-vidhya-competition recommendation-engine sklearn

Jupyter Notebook Updated May 25, 2018

deepakgupta1 / Genpact-Meal-Orders-Forecasting-Challenge

A machine learning challenge to forecast order quantities for meals at restaurants using past data.

genpact catboost xgboost python numpy pandas forecasting time-series

Jupyter Notebook Updated Jan 1, 2019

msampathkumar / datadriven

Datascience Competitions from DataDriven.org

competition keras catboost xgboost sklearn

Jupyter Notebook Updated Aug 12, 2017

aravindiiitb / predict-the-happiness

machine-learning bag-of-words textanalysis hackathon naive-bayes-classifier lightgbm catboost

Updated Oct 17, 2017

amirz79 / Hydraulic-Condition-Monitoring

Hydraulic System dataset for Condition Monitoring

monitoring catboost hydraulics binary-classification predictive-analytics predictive-analysis

Jupyter Notebook Updated Feb 26, 2019

JustM57 / catboost_bct_tutorial

I'm trying to make a tutorial how to predict Bitcoin using catboost

bitcoin catboost financial-analysis plotly

Jupyter Notebook Updated Feb 4, 2018

Load more…