59 results found Sort:

microsoft
LightGBM microsoft
3.8k
16.2k
mit
435
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tas...
r gbm gbdt gbrt kaggle python lightgbm parallel microsoft data-mining distributed decision-trees machine-learning gradient-boosting
Created 2016-08-05
3,478 commits to master branch, last one 2 days ago
microsoft
SynapseML microsoft
819
5.0k
mit
146
Simple and Distributed Machine Learning
ai ml http onnx azure scala spark opencv pyspark synapse big-data lightgbm microsoft databricks apache-spark data-science deep-learning machine-learning model-deployment cognitive-services
Created 2017-06-05
1,604 commits to master branch, last one 10 days ago
mljar
mljar-supervised mljar
389
3.0k
mit
49
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
1,169 commits to master branch, last one 9 days ago
microsoft
DMTK microsoft
559
2.7k
mit
309
Microsoft Distributed Machine Learning Toolkit
dmtk lightgbm microsoft multiverso machine-learning
This repository has been archived (exclude archived)
Created 2015-11-08
47 commits to master branch, last one 6 years ago
BayesWitnesses
m2cgen BayesWitnesses
236
2.7k
mit
50
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
c r go php java ruby rust csharp python haskell xgboost dartlang lightgbm lightning javascript statsmodels scikit-learn machine-learning statistical-learning
Created 2019-01-13
376 commits to master branch, last one about a year ago
TeamHG-Memex
eli5 TeamHG-Memex
333
2.7k
mit
67
A library for debugging/inspecting machine learning classifiers and explaining their predictions
nlp python xgboost crfsuite lightgbm inspection explanation data-science scikit-learn machine-learning
Created 2016-09-15
1,198 commits to master branch, last one 4 years ago
mars-project
mars mars-project
323
2.7k
apache-2.0
92
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
ray dask numpy joblib pandas python tensor pytorch xgboost lightgbm dataframe tensorflow statsmodels scikit-learn machine-learning
Created 2018-12-05
1,297 commits to master branch, last one 7 months ago
benedekrozemberczki
awesome-decision-tree-papers benedekrozemberczki
339
2.3k
cc0-1.0
131
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 2 months ago
ClimbsRocks
auto_ml ClimbsRocks
312
1.6k
mit
98
[UNMAINTAINED] Automated machine learning for analytics & production
keras automl python xgboost lightgbm analytics tensorflow data-science deeplearning scikit-learn deep-learning machine-learning production-ready gradient-boosting feature-engineering artificial-intelligence machine-learning-library automated-machine-learning machine-learning-pipelines hyperparameter-optimization
Created 2016-08-07
1,149 commits to master branch, last one 6 years ago
AxeldeRomblay
MLBox AxeldeRomblay
274
1.5k
other
65
MLBox is a powerful Automated Machine Learning python library.
drift keras automl kaggle auto-ml xgboost encoding lightgbm pipeline stacking prediction regression distributed data-science optimization deep-learning preprocessing classification machine-learning automated-machine-learning
Created 2017-06-01
1,121 commits to master branch, last one 3 years ago
DeepWisdom
AutoDL DeepWisdom
215
1.1k
apache-2.0
32
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
ai nas autodl automl python resnet pytorch big-data lightgbm tensorflow full-automl multi-label data-science deeplearning model-selection autodl-challenge machine-learning feature-engineering artificial-intelligence automated-machine-learning
Created 2020-04-02
79 commits to master branch, last one 3 years ago
ryfeus
lambda-packs ryfeus
239
1.1k
mit
47
Precompiled packages for AWS Lambda
aws hdf wrk keras numpy spacy opencv pandas pillow python pytorch skimage sklearn lightgbm selenium phantomjs tesseract aws-lambda serverless tensorflow
Created 2016-10-19
78 commits to master branch, last one 6 months ago
xorbitsai
xorbits xorbitsai
64
1.0k
apache-2.0
18
Scalable Python DS & ML, in an API compatible & lightning fast way.
ml numpy pandas python xgboost lightgbm scalable data-science machine-learning distributed-systems
Created 2022-07-27
419 commits to main branch, last one 4 months ago
benedekrozemberczki
awesome-gradient-boosting-papers benedekrozemberczki
154
985
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 2 months ago
JoaquinAmatRodrigo
skforecast JoaquinAmatRodrigo
110
973
bsd-3-clause
11
Time series forecasting with scikit-learn models
arima python sarimax xgboost lightgbm forecasting time-series data-science scikit-learn machine-learning direct-forecasting exogenous-predictors quantile-forecasting multi-step-forecasting backtesting-forecasters multi-series-forecasting probabilistic-forecasting autoregressive-forecasting multiple-time-series-forecasting weighted-time-series-forecasting
Created 2021-02-10
3,195 commits to master branch, last one a day ago
Nixtla
mlforecast Nixtla
70
744
apache-2.0
13
Scalable machine 🤖 learning for time series forecasting.
dask python xgboost forecast lightgbm forecasting time-series machine-learning
Created 2021-04-26
270 commits to main branch, last one 22 days ago
HunterMcGushion
hyperparameter_hunter HunterMcGushion
103
702
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
elastic
eland elastic
96
619
apache-2.0
202
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
etl eland pandas python big-data lightgbm dataframe dataframes scikit-learn data-analysis elasticsearch machine-learning time-series-forecasting
Created 2019-06-11
543 commits to main branch, last one 8 days ago
SeldonIO
MLServer SeldonIO
175
598
apache-2.0
24
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
mlflow xgboost lightgbm kfserving seldon-core scikit-learn machine-learning
Created 2020-06-16
1,593 commits to master branch, last one a day ago
HuangCongQing
AI_competitions HuangCongQing
121
591
mit
24
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
openscoring
openscoring openscoring
173
578
agpl-3.0
36
REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models
r api pmml xgboost lightgbm real-time apache-spark scikit-learn
Created 2013-04-02
603 commits to master branch, last one about a year ago
neptune-ai
neptune-client neptune-ai
59
541
apache-2.0
18
📘 The MLOps stack component for experiment tracking
dl ml rl keras mlops logger optuna logging machine pytorch xgboost learning lightgbm comparison monitoring repository tensorflow versioning optimization visualization
Created 2019-02-11
2,065 commits to master branch, last one 4 days ago
cerlymarco
shap-hypetune cerlymarco
70
540
mit
7
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
shap xgboost lightgbm model-selection parameter-tuning feature-selection hyperparameter-optimization
Created 2021-05-16
30 commits to main branch, last one 3 months ago
linkedin
FastTreeSHAP linkedin
30
498
bsd-2-clause
7
Fast SHAP value computation for interpreting tree-based models
shap xgboost lightgbm random-forest explainable-ai interpretability machine-learning
Created 2022-01-24
40 commits to master branch, last one 11 months ago
dmitryikh
leaves dmitryikh
70
415
mit
17
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
go golang xgboost boosting lightgbm decision-trees machine-learning
Created 2018-09-15
149 commits to master branch, last one 10 months ago
yzkang
My-Data-Competition-Experience yzkang
67
381
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
neptune-ai
open-solution-mapping-challenge neptune-ai
93
375
mit
24
Open solution to the Mapping Challenge :earth_americas:
unet kaggle python crowdai neptune lightgbm pipeline competition data-science unet-pytorch deep-learning machine-learning mapping-challenge satellite-imagery pipeline-framework machine-learning-lab data-science-learning unet-image-segmentation
Created 2018-04-10
263 commits to master branch, last one 3 years ago
Western-OC2-Lab
Intrusion-Detection-System-Using-Machine-Learning Western-OC2-Lab
91
348
mit
10
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 7 months ago
DataCanvasIO
HyperGBM DataCanvasIO
45
324
apache-2.0
15
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
760 commits to main branch, last one 3 months ago
siboehm
lleaves siboehm
27
316
mit
10
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
llvm python lightgbm decision-trees machine-learning gradient-boosting
Created 2021-04-27
278 commits to master branch, last one 4 months ago