microsoft / LightGBM Star 16.2k Code Issues Pull requests 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 tasks. microsoft python machine-learning data-mining r parallel distributed kaggle gbdt gbm lightgbm gbrt decision-trees gradient-boosting Updated Jun 1, 2024 C++
microsoft / SynapseML Star 5k Code Issues Pull requests Simple and Distributed Machine Learning microsoft http opencv data-science machine-learning scala big-data ai spark apache-spark deep-learning azure ml pyspark lightgbm cognitive-services databricks synapse model-deployment onnx Updated May 28, 2024 Scala
mljar / mljar-supervised Star 3k Code Issues Pull requests Discussions Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation data-science machine-learning neural-network random-forest scikit-learn xgboost hyperparameter-optimization lightgbm ensemble feature-engineering decision-tree hyper-parameters automl automated-machine-learning catboost automatic-machine-learning mljar shap tuning-algorithm models-tuning Updated May 24, 2024 Python
microsoft / DMTK Star 2.7k Code Issues Pull requests Microsoft Distributed Machine Learning Toolkit microsoft machine-learning lightgbm multiverso dmtk Updated Sep 12, 2018
BayesWitnesses / m2cgen Star 2.7k Code Issues Pull requests 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 javascript ruby python c java go rust php machine-learning haskell r lightning csharp scikit-learn statistical-learning xgboost lightgbm statsmodels dartlang Updated Nov 1, 2023 Python
TeamHG-Memex / eli5 Star 2.7k Code Issues Pull requests A library for debugging/inspecting machine learning classifiers and explaining their predictions python nlp data-science machine-learning scikit-learn xgboost lightgbm inspection explanation crfsuite Updated May 1, 2022 Jupyter Notebook
mars-project / mars Star 2.7k Code Issues Pull requests Discussions Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions. python machine-learning tensorflow numpy scikit-learn pandas pytorch xgboost lightgbm tensor dask ray dataframe statsmodels joblib Updated Jan 2, 2024 Python
benedekrozemberczki / awesome-decision-tree-papers Sponsor Star 2.3k Code Issues Pull requests A collection of research papers on decision, classification and regression trees with implementations. classifier machine-learning random-forest statistical-learning xgboost lightgbm gradient-boosting-machine ensemble-learning cart decision-tree tree-ensemble decision-tree-classifier gradient-boosting classification-trees decision-tree-learning decision-tree-model classification-model catboost regression-tree machine-learning-research Updated Mar 16, 2024 Python
ClimbsRocks / auto_ml Star 1.6k Code Issues Pull requests [UNMAINTAINED] Automated machine learning for analytics & production python data-science machine-learning deep-learning analytics tensorflow scikit-learn keras artificial-intelligence xgboost hyperparameter-optimization lightgbm machine-learning-library deeplearning production-ready feature-engineering machine-learning-pipelines automl gradient-boosting automated-machine-learning Updated Feb 10, 2021 Python
AxeldeRomblay / MLBox Star 1.5k Code Issues Pull requests MLBox is a powerful Automated Machine Learning python library. encoding data-science machine-learning deep-learning pipeline optimization keras regression prediction distributed kaggle xgboost classification lightgbm preprocessing drift automl stacking automated-machine-learning auto-ml Updated Aug 6, 2023 Python
DeepWisdom / AutoDL Star 1.1k Code Issues Pull requests Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS. python data-science machine-learning big-data ai tensorflow pytorch artificial-intelligence model-selection lightgbm resnet deeplearning feature-engineering nas multi-label automl automated-machine-learning autodl autodl-challenge full-automl Updated Sep 23, 2022 Python
ryfeus / lambda-packs Star 1.1k Code Issues Pull requests Precompiled packages for AWS Lambda python opencv aws aws-lambda serverless phantomjs tensorflow numpy sklearn keras selenium tesseract pillow pandas pytorch spacy lightgbm wrk hdf skimage Updated Nov 9, 2023 Python
xorbitsai / xorbits Star 1k Code Issues Pull requests Scalable Python DS & ML, in an API compatible & lightning fast way. python distributed-systems data-science machine-learning scalable numpy ml pandas xgboost lightgbm Updated Jun 1, 2024 Python
benedekrozemberczki / awesome-gradient-boosting-papers Sponsor Star 985 Code Issues Pull requests A curated list of gradient boosting research papers with implementations. classifier machine-learning deep-learning random-forest h2o xgboost lightgbm gradient-boosting-machine adaboost decision-tree gradient-boosting-classifier classification-algorithm gradient-boosting boosting classification-trees xgboost-algorithm catboost gradient-boosted-trees classification-tree gradient-boosting-decision-trees Updated Mar 16, 2024 Python
JoaquinAmatRodrigo / skforecast Sponsor Star 976 Code Issues Pull requests Discussions Time series forecasting with scikit-learn models python data-science machine-learning time-series scikit-learn xgboost forecasting lightgbm arima sarimax probabilistic-forecasting direct-forecasting exogenous-predictors multi-series-forecasting multi-step-forecasting backtesting-forecasters quantile-forecasting multiple-time-series-forecasting weighted-time-series-forecasting autoregressive-forecasting Updated May 31, 2024 Jupyter Notebook
Nixtla / mlforecast Star 744 Code Issues Pull requests Discussions Scalable machine ?? learning for time series forecasting. python machine-learning time-series forecast xgboost forecasting lightgbm dask Updated May 9, 2024 Python
HunterMcGushion / hyperparameter_hunter Star 702 Code Issues Pull requests Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries python data-science machine-learning ai deep-learning neural-network optimization scikit-learn sklearn keras ml artificial-intelligence xgboost hyperparameter-optimization experimentation lightgbm feature-engineering hyperparameter-tuning catboost rgf Updated Jan 20, 2021 Python
elastic / eland Star 619 Code Issues Pull requests Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch python elasticsearch machine-learning big-data etl scikit-learn pandas lightgbm data-analysis dataframe dataframes time-series-forecasting eland Updated May 24, 2024 Python
SeldonIO / MLServer Star 598 Code Issues Pull requests An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more machine-learning scikit-learn xgboost lightgbm seldon-core mlflow kfserving Updated May 31, 2024 Python
HuangCongQing / AI_competitions Star 592 Code Issues Pull requests AI比?相?信息?? ai sklearn logistic xgboost lightgbm matplotlib competitions agg sklearn-classify catboost Updated Jan 26, 2023