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dmlc / xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and…

gbdt gbrt gbm distributed-systems xgboost machine-learning

C++ Updated Mar 22, 2019

EpistasisLab / tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

machine-learning python data-science automl automation scikit-learn hyperparameter-optimization model-selection parameter-tuning automated-machine-learning random-forest gradient-boosting feature-engineering xgboost

Python Updated Mar 1, 2019

jolibrain / deepdetect

1.8k

Deep Learning API and Server in C++11 support for Caffe, Caffe2, Dlib, Tensorflow, XGBoost and TSNE

deep-learning machine-learning caffe xgboost tensorflow rest-api server tsne object-detection image-segmentation image-classification neural-nets gpu deepdetect dlib caffe2 detectron ncnn

C++ Updated Mar 22, 2019

szilard / benchm-ml

1.6k

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Pyt…

machine-learning data-science r python gradient-boosting-machine random-forest deep-learning xgboost h2o spark

R Updated Sep 15, 2018

TeamHG-Memex / eli5

1.3k

A library for debugging/inspecting machine learning classifiers and explaining their predictions

scikit-learn machine-learning xgboost lightgbm crfsuite inspection explanation nlp data-science python

Jupyter Notebook Updated Mar 21, 2019 15 issues need help

ClimbsRocks / auto_ml

1.2k

[UNMAINTAINED] Automated machine learning for analytics & production

Python Updated Nov 1, 2018

AxeldeRomblay / MLBox

646

MLBox is a powerful Automated Machine Learning python library.

Python Updated Jan 28, 2019

openscoring / openscoring

434

REST web service for the true real-time scoring (<1 ms) of R, Scikit-Learn and Apache Spark models

api real-time pmml r scikit-learn apache-spark xgboost lightgbm

Java Updated Mar 6, 2019

neptune-ml / open-solution-home-credit

305

Open solution to the Home Credit Default Risk challenge 🏡

machine-learning deep-learning kaggle pipeline feature-engineering reproducible-experiments reproducibility pipeline-framework lightgbm xgboost neptune competition credit-scoring credit-risk open-source python python3 python35

Python Updated Mar 19, 2019

hczheng / Rong360

285

用户贷款风险预测

xgboost data-mining python

Jupyter Notebook Updated Apr 18, 2018

spotify / featran

267

A Scala feature transformation library for data science and machine learning

scala spark scio data scalding flink ml algebird breeze xgboost tensorflow

Scala Updated Mar 19, 2019 7 issues need help

h2oai / mli-resources

263

H2O.ai Machine Learning Interpretability Resources

Jupyter Notebook Updated Mar 5, 2019

wepe / tgboost

251

Tiny Gradient Boosting Tree

boosted-trees gradient-boosting-machine machine-learning xgboost sliq

Java Updated Apr 28, 2018

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

elucideye / drishti

213

Real time eye tracking for embedded and mobile devices.

hunter ios android gradient-boosting object-detection face-detection xgboost eye-tracking acf face-tracking dlib c-plus-plus drishti

C++ Updated Mar 13, 2019

komiya-atsushi / xgboost-predictor-java

212

Pure Java implementation of XGBoost predictor for online prediction tasks.

java xgboost machine-learning

Java Updated Nov 22, 2018

Laurae2 / Laurae

179

Advanced High Performance Data Science Toolbox for R by Laurae

machine-learning supervised-learning xgboost data-science r laurae

R Updated Mar 24, 2017

lc222 / text_classification_AI100

149

AI100文本分类竞赛代码。从传统机器学习到深度学习方法的测试

xgboost cnn vsm

Python Updated May 21, 2017

rickiepark / handson-ml

143

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

deep-learning machine-learning tensorflow scikit-learn python neural-network recurrent-neural-networks reinforcement-learning autoencoder deep-neural-networks ensemble-learning svm random-forest gradient-boosting xgboost

Forked from ageron/handson-ml Jupyter Notebook Updated Mar 12, 2019

maxim5 / time-series-machine-learning

116

Machine learning models for time series analysis

python machine-learning deep-learning neural-network recurrent-neural-networks time-series time-series-prediction tensorflow xgboost statistics blockchain cryptocurrency bitcoin ethereum poloniex-api poloniex-trade-bot quantitative-finance financial-engineering

Python Updated Feb 10, 2018

alexeygrigorev / outbrain-click-prediction-kaggle

113

Solution to the Outbrain Click Prediction competition

kaggle xgboost

Python Updated Mar 29, 2017

chasedehan / BoostARoota

93

A fast xgboost feature selection algorithm

machine-learning machine-learning-algorithms feature-selection xgboost-algorithm xgboost dimension-reduction algorithm boruta data-science datascientist datascience machinelearning

Python Updated Jan 22, 2018

catboost / benchmarks

87

Comparison tools

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

Jupyter Notebook Updated Jan 16, 2019

dmitryikh / leaves

86

pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks

machine-learning lightgbm xgboost decision-trees boosting go golang

Go Updated Mar 16, 2019

jay-johnson / sci-pype

86

A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API f…

Python Updated May 26, 2017

szilard / GBM-perf

85

Performance of various open source GBM implementations

machine-learning gradient-boosting-machine gbm h2oai xgboost lightgbm benchmark

R Updated Jun 2, 2018

HuangCongQing / AI_competitions

69

Updated Mar 18, 2019

bukosabino / btctrading

65

Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms

bitcoin machine-learning time-series forecast xgboost trends machine-learning-algorithms future price prediction deep-learning deep-neural-networks

Jupyter Notebook Updated May 27, 2018

dnkirill / allstate_capstone

63

Allstate Kaggle Competition ML Capstone Project

xgboost mlp hyperopt kaggle udacity capstone neural-network tutorial data-science machine-learning keras keras-tutorials notebook cudnn

Jupyter Notebook Updated Dec 10, 2016

mratsim / Arch-Data-Science

63

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

Shell Updated Jan 19, 2019

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xgboost

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