24 results found Sort:

catboost
catboost catboost
1.2k
8.2k
apache-2.0
191
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computa...
r gbm gpu cuda gbdt coreml kaggle python big-data catboost tutorial data-mining data-science gpu-computing decision-trees machine-learning gradient-boosting categorical-features
Created 2017-07-18
48,930 commits to master branch, last one 21 hours ago
mljar
mljar-supervised mljar
411
3.1k
mit
50
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
shap mljar automl xgboost catboost ensemble lightgbm data-science scikit-learn decision-tree models-tuning random-forest neural-network hyper-parameters machine-learning tuning-algorithm feature-engineering automated-machine-learning automatic-machine-learning hyperparameter-optimization
Created 2018-11-05
1,223 commits to master branch, last one 25 days ago
benedekrozemberczki
awesome-decision-tree-papers benedekrozemberczki
335
2.4k
cc0-1.0
132
A collection of research papers on decision, classification and regression trees with implementations.
cart xgboost catboost lightgbm classifier decision-tree random-forest tree-ensemble regression-tree machine-learning ensemble-learning gradient-boosting decision-tree-model classification-model classification-trees statistical-learning decision-tree-learning decision-tree-classifier gradient-boosting-machine machine-learning-research
Created 2019-05-11
281 commits to master branch, last one 9 months ago
catboost
tutorials catboost
413
1.0k
apache-2.0
36
CatBoost tutorials repository
kaggle ipython catboost tutorials titanic-dataset ipython-notebook
Created 2018-06-25
192 commits to master branch, last one about a month ago
benedekrozemberczki
awesome-gradient-boosting-papers benedekrozemberczki
155
1.0k
cc0-1.0
49
A curated list of gradient boosting research papers with implementations.
h2o xgboost adaboost boosting catboost lightgbm classifier decision-tree deep-learning random-forest machine-learning gradient-boosting xgboost-algorithm classification-tree classification-trees gradient-boosted-trees classification-algorithm gradient-boosting-machine gradient-boosting-classifier gradient-boosting-decision-trees
Created 2019-05-11
206 commits to master branch, last one 9 months ago
HunterMcGushion
hyperparameter_hunter HunterMcGushion
100
705
mit
24
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
ai ml rgf keras python sklearn xgboost catboost lightgbm data-science optimization scikit-learn deep-learning neural-network experimentation machine-learning feature-engineering hyperparameter-tuning artificial-intelligence hyperparameter-optimization
Created 2018-06-01
1,096 commits to master branch, last one 3 years ago
HuangCongQing
AI_competitions HuangCongQing
124
629
mit
25
AI比赛相关信息汇总
ai agg sklearn xgboost catboost lightgbm logistic matplotlib competitions sklearn-classify
Created 2018-06-08
52 commits to master branch, last one about a year ago
Western-OC2-Lab
Intrusion-Detection-System-Using-Machine-Learning Western-OC2-Lab
113
432
mit
11
Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
hpo kmeans xgboost catboost lightgbm stacking cicids2017 decision-tree random-forest cyber-security python-examples machine-learning network-security ensemble-learning autonomous-vehicles intrusion-detection bayesian-optimization intrusion-detection-system hyperparameter-optimization
Created 2021-05-25
50 commits to main branch, last one about a year ago
yzkang
My-Data-Competition-Experience yzkang
67
390
unknown
9
本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢
gan sql automl python xgboost catboost lightgbm data-science model-fusion deep-learning model-selection machine-learning feature-selection kaggle-competition feature-engineering tianchi-competition hyperparameter-optimization
Created 2019-10-11
73 commits to master branch, last one 3 years ago
DataCanvasIO
HyperGBM DataCanvasIO
46
343
apache-2.0
16
A full pipeline AutoML tool for tabular data
gbm dask automl sklearn xgboost catboost lightgbm rapidsai datacleaning fullpipeline tabular-data preprocessing pseudo-labeling dask-distributed gpu-acceleration ensemble-learning distributed-training adversarial-validation semi-supervised-learning
Created 2020-10-22
763 commits to main branch, last one 6 months ago
aws-samples
amazon-sagemaker-local-mode aws-samples
61
251
mit-0
9
Amazon SageMaker Local Mode Examples
dask prophet pycharm pytorch catboost lightgbm sagemaker delta-lake tensorflow huggingface scikit-learn prophet-model gensim-word2vec amazon-sagemaker machine-learning pytorch-training tensorflow-training sagemaker-processing huggingface-transformers hdbscan-clustering-algorithm
Created 2020-11-05
382 commits to main branch, last one 4 months ago
aws-samples
aws-machine-learning-university-dte aws-samples
91
244
other
18
Machine Learning University: Decision Trees and Ensemble Methods
xgboost boosting catboost lightgbm tabular-data random-forest decision-trees machine-learning
Created 2020-12-18
21 commits to main branch, last one about a year ago
AdrianAntico
AutoQuant AdrianAntico
43
237
agpl-3.0
10
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
r h2o automl xgboost catboost lightgbm panel-data regression timeseries classification gpu-acceleration supervised-learning unsupervised-learning multiclass-classification automated-machine-learning
Created 2018-09-11
5,279 commits to master branch, last one 4 months ago
catboost
benchmarks catboost
47
169
apache-2.0
13
Comparison tools
gpu h2o speed kaggle quality ranking xgboost catboost lightgbm benchmark comparison regression classification
Created 2017-07-17
68 commits to master branch, last one 6 months ago
sharmapratik88
AIML-Projects sharmapratik88
79
143
mit
10
Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning
nlp catboost statistics data-science oversampling random-forest computer-vision machine-learning data-visualization datascienceproject logistic-regression recommendation-system machinelearningprojects support-vector-machines decision-tree-classifier ensemble-machine-learning knearest-neighbor-algorithm supervised-machine-learning gradient-boosting-classifier unsupervised-machine-learning
Created 2019-10-20
86 commits to master branch, last one 3 years ago
StatMixedML
CatBoostLSS StatMixedML
13
141
mit
14
An extension of CatBoost to probabilistic modelling
gamlss catboost machine-learning prediction-intervals uncertainty-estimation probabilistic-forecasts distributional-regression
Created 2019-12-20
44 commits to master branch, last one about a year ago
xiaodaigh
JLBoost.jl xiaodaigh
6
73
mit
4
A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms
gbdt gbrt tree xgboost catboost lightgbm data-science machine-learning tree-boosting-algorithms
Created 2018-09-27
170 commits to master branch, last one 2 months ago
jianzhnie
AutoTabular jianzhnie
10
68
apache-2.0
4
Automatic machine learning for tabular data. ⚡🔥⚡
hpo automl xgboost catboost lightgbm data-science scikit-learn tabular-data deep-learning structured-data machine-learning pytorch-lightning feature-engineering
Created 2021-05-07
360 commits to main branch, last one 3 years ago
auto-flow
auto-flow auto-flow
6
67
other
4
AutoFlow : Automatic machine learning workflow modeling platform
automl catboost lightgbm workflow data-minig data-sicence machine-learning
Created 2020-04-16
270 commits to master branch, last one 4 years ago
bsharchilev
influence_boosting bsharchilev
18
67
unknown
7
Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"
paper python catboost machine-learning gradient-boosting influence-functions machine-learning-algorithms
Created 2018-02-15
30 commits to master branch, last one 6 months ago
erdogant
hgboost erdogant
17
63
other
5
hgboost is a python package for hyper-parameter optimization for xgboost, catboost or lightboost using cross-validation, and evaluating the results on an independent validation set. hgboost can be app...
python xgboost catboost gridsearch lightboost crossvalidation machine-learning hyperoptimization
Created 2020-04-19
278 commits to master branch, last one 2 months ago
ashishpatel26
datascienv ashishpatel26
12
58
mit
4
datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries
numpy pandas pycaret seaborn xgboost catboost lightgbm datascienv matplotlib tensorflow2 data-science scikit-learn imbalanced-data data-science-env
Created 2021-10-24
20 commits to main branch, last one 3 years ago
dc-aichara
DS-ML-Public dc-aichara
38
51
unknown
4
Python Scripts and Jupyter Notebooks
dash news plotly python bitcoin xgboost catboost lightgbm telegram dashboard data-mining data-science web-scraping beautifulsoup data-analysis machine-learning data-visualisation bayesian-optimization hyperparameter-tuning hyperparameters-optimization
Created 2019-02-28
120 commits to master branch, last one about a year ago
grtvishnu
Air-Pollution-Prediction-and-Forecasting grtvishnu
18
49
unknown
1
:octocat: Detection and Prediction of Air quality Index :octocat:
r mlp catboost time-series data-analysis prophet-model random-forest xgboost-model deep-neural-networks
Created 2020-02-10
138 commits to master branch, last one 3 years ago