Topic: gradient-boosting Goto Github

👇 Here are 898 public repositories matching this topic...

aertslab / arboreto
gradient-boosting,A scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.
Organization: aertslab
python dask scalable gene-regulation machine-learning ensemble-learning random-forest gradient-boosting inference network

arogozhnikov / infiniteboost
gradient-boosting,InfiniteBoost: building infinite ensembles with gradient descent
User: arogozhnikov
experiments gradient-boosting machine-learning random-forest research

benedekrozemberczki / awesome-decision-tree-papers
gradient-boosting,A collection of research papers on decision, classification and regression trees with implementations.
User: benedekrozemberczki
decision-tree decision-tree-classifier gradient-boosting gradient-boosting-machine regression-tree cart machine-learning machine-learning-research random-forest xgboost

benedekrozemberczki / awesome-fraud-detection-papers
gradient-boosting,A curated list of data mining papers about fraud detection.
User: benedekrozemberczki
fraud-detection fraud-prevention fraud-checker fraud-management fraud-explorer classification data-science churn credit-scoring deep-learning

benedekrozemberczki / awesome-gradient-boosting-papers
gradient-boosting,A curated list of gradient boosting research papers with implementations.
User: benedekrozemberczki
gradient-boosting gradient-boosting-classifier gradient-boosting-machine gradient-boosted-trees gradient-boosting-decision-trees xgboost xgboost-algorithm catboost lightgbm random-forest

benedekrozemberczki / boostedfactorization
gradient-boosting,An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
User: benedekrozemberczki
deepwalk l-ensnmf nmf boosting gradient-boosting-machine boosting-machine nmf-decomposition matrix-factorization sklearn boostedne

benedekrozemberczki / tigerlily
gradient-boosting,TigerLily: Finding drug interactions in silico with the Graph.
User: benedekrozemberczki
node embedding node-embedding graph-embedding ddi drug-drug-interaction gradient-boosting graph pharmaceuticals network-science

blunde1 / agtboost
gradient-boosting,Adaptive and automatic gradient boosting computations.
User: blunde1
machine-learning gradient-boosting information-theory adaptive-learning

bsharchilev / influence_boosting
gradient-boosting,Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"
User: bsharchilev
python catboost influence-functions machine-learning machine-learning-algorithms paper gradient-boosting

catboost / catboost
gradient-boosting,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 computation on CPU and GPU.
Organization: catboost
Home Page: https://catboost.ai
machine-learning decision-trees gradient-boosting gbm gbdt python r kaggle gpu-computing catboost

cheng-li / pyramid
gradient-boosting,Open source Machine Learning library written in Java
User: cheng-li
machine-learning machine-learning-library java gradient-boosting multi-label-classification

climbsrocks / auto_ml
gradient-boosting,[UNMAINTAINED] Automated machine learning for analytics & production
User: climbsrocks
Home Page: http://auto-ml.readthedocs.io
machine-learning data-science automated-machine-learning gradient-boosting scikit-learn python machine-learning-pipelines machine-learning-library production-ready automl

closest-git / litemort
gradient-boosting,A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
User: closest-git
gbdt gradient-boosting machine-learning data-mining-algorithms binary-classification regression-algorithms high-performance-computing

ddbourgin / numpy-ml
gradient-boosting,Machine learning, in numpy
User: ddbourgin
Home Page: https://numpy-ml.readthedocs.io/
machine-learning neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet

elucideye / drishti
gradient-boosting,Real time eye tracking for embedded and mobile devices.
Organization: elucideye
hunter ios android gradient-boosting object-detection face-detection xgboost eye-tracking acf face-tracking

epistasislab / tpot
gradient-boosting,A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Organization: epistasislab
Home Page: http://epistasislab.github.io/tpot/
machine-learning python data-science automl automation scikit-learn hyperparameter-optimization model-selection parameter-tuning automated-machine-learning

epistasislab / tpot2
gradient-boosting,A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Organization: epistasislab
Home Page: https://epistasislab.github.io/tpot2/
adsp aiml alzheimer alzheimers automated-machine-learning automation automl data-science feature-engineering gradient-boosting

evovest / evotrees.jl
gradient-boosting,Boosted trees in Julia
Organization: evovest
Home Page: https://evovest.github.io/EvoTrees.jl/dev/
boosted-trees decision-tree gbrt gradient-boosting gradientboosting julia logistic machine-learning poisson quantile regression

feedzai / fairgbm
gradient-boosting,Train Gradient Boosting models that are both high-performance *and* Fair!
Organization: feedzai
Home Page: https://arxiv.org/abs/2209.07850
gbm lightgbm fairness fairness-ml gradient-boosting tabular-data

freemanzxp / gbdt_simple_tutorial
gradient-boosting,python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision Trees
User: freemanzxp
gbdt gradient-boosting gradient-boosting-decision-trees machine-learning gnm

g-u-n / eccv22-foster
gradient-boosting,The official implementation for ECCV22 paper: "FOSTER: Feature Boosting and Compression for Class-Incremental Learning" in PyTorch.
User: g-u-n
class-incremental-learning computer-vision continual-learning eccv2022 state-of-the-art gradient-boosting knowledge-distillation

google / yggdrasil-decision-forests
gradient-boosting,A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.
Organization: google
Home Page: https://ydf.readthedocs.io/
cpp cli tensorflow machine-learning ml decision-trees decision-forest random-forest gradient-boosting cart

haghish / mlim
gradient-boosting,mlim: single and multiple imputation with automated machine learning
User: haghish
automatic-machine-learning automl data-science elastic-net extreme-gradient-boosting gbm glm gradient-boosting gradient-boosting-machine imputation

interpretml / interpret
gradient-boosting,Fit interpretable models. Explain blackbox machine learning.
Organization: interpretml
Home Page: https://interpret.ml/docs
machine-learning interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency

jieyima / cryptocurrency_investment_analysis_and_modeling
gradient-boosting,Machine learning regression algorithm on cryptocurrency stock price for the next 30 days.
User: jieyima
machine-learning regression plotly bitcoin cryptocurrency portfolio gradient-boosting extra-trees-classifier price-prediction stock-prediction

kwokhing / yandexcatboost-python-demo
gradient-boosting,Demo on the capability of Yandex CatBoost gradient boosting classifier on a fictitious IBM HR dataset obtained from Kaggle. Data exploration, cleaning, preprocessing and model tuning are performed on the dataset
User: kwokhing
python python27 catboost gradient-boosting-classifier gradient-boosting pearson-correlation variance-analysis feature-selection one-hot-encode seaborn

lamres / orderbook_modeling
gradient-boosting,Example of order book modeling.
User: lamres
catboost gradient-boosting orderbook stock-market stock-price-prediction time-series time-series-forecasting

maxhalford / starboost
gradient-boosting,:star::rocket: Gradient boosting on steroids
User: maxhalford
Home Page: https://maxhalford.github.io/starboost/
gradient-boosting machine-learning python scikit-learn

microsoft / lightgbm
gradient-boosting,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.
Organization: microsoft
Home Page: https://lightgbm.readthedocs.io/en/latest/
gbdt gbm machine-learning data-mining distributed lightgbm gbrt microsoft decision-trees gradient-boosting

perpetual-ml / perpetual
gradient-boosting,A self-generalizing, hyperparameter-free gradient boosting machine
Organization: perpetual-ml
Home Page: https://perpetual-ml.com/
rust gbdt gbm gradient-boosted-trees gradient-boosting gradient-boosting-decision-trees kaggle machine-learning python

pfnet-research / autogbt-alt
gradient-boosting,An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
Organization: pfnet-research
python lightgbm machine-learning gradient-boosting kaggle automl

qiyiping / gbdt
gradient-boosting,
User: qiyiping
machine-learning boosting-algorithms gbm gradient-boosting gradient-boosting-machine gbdt gbrt gradient-boosting-decision-trees

reneleogp / ml-prediction-lol
gradient-boosting,In this project I implemented two machine learning algorithms to predicts the outcome of a League of Legends game.
User: reneleogp
machine-learning league-of-legends gradient-boosting deep-neural-networks prediction

rishiraj / autolgbm
gradient-boosting,LightGBM + Optuna: Auto train LightGBM directly from CSV files, Auto tune them using Optuna, Auto serve best model using FastAPI. Inspired by Abhishek Thakur's AutoXGB.
User: rishiraj
Home Page: https://pypi.org/project/autolgbm/
python machine-learning kaggle gbdt gbm lightgbm gbrt decision-trees gradient-boosting data-science

rmitsuboshi / miniboosts
gradient-boosting,A collection of boosting algorithms written in Rust 🦀
User: rmitsuboshi
boosting boosting-algorithm machine-learning adaboost rust adaboost-star corrective-erlpboost erlpboost lpboost smoothboost

rubixml / housing
gradient-boosting,An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
Organization: rubixml
Home Page: https://rubixml.com
rubix-ml gradient-boosting gradient-boosting-machine gradient-boosted-trees regression machine-learning php machine-learning-tutorial housing-prices kaggle

sberbank-ai-lab / lightautoml
gradient-boosting,LAMA - automatic model creation framework
Organization: sberbank-ai-lab
automated-machine-learning automl blackbox classification data-science ensembling feature-engineering gradient-boosting kaggle lama linear-model model-selection multiclass nlp parameter-tuning pipeline pytorch regression stacking whitebox

serengil / chefboost
gradient-boosting,A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
User: serengil
Home Page: https://www.youtube.com/watch?v=Z93qE5eb6eg&list=PLsS_1RYmYQQHp_xZObt76dpacY543GrJD&index=3
decision-trees gradient-boosting gradient-boosting-machine random-forest adaboost id3 c45-trees cart regression-tree gbm

serengil / decision-trees-for-ml
gradient-boosting,Building Decision Trees From Scratch In Python
User: serengil
Home Page: https://sefiks.com/tag/decision-tree/
decision-tree gradient-boosting gradient-boosting-machine boosting bagging id3 c45 cart regression-trees lightgbm

sh1ng / arboretum
gradient-boosting,Gradient Boosting powered by GPU(NVIDIA CUDA)
User: sh1ng
arboretum gpu machine-learning cuda gradient-boosting-machine gradient-boosting python

shap / shap
gradient-boosting,A game theoretic approach to explain the output of any machine learning model.
Organization: shap
Home Page: https://shap.readthedocs.io
interpretability machine-learning deep-learning gradient-boosting shap shapley explainability

siboehm / lleaves
gradient-boosting,Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
User: siboehm
Home Page: https://lleaves.readthedocs.io/en/latest/
python lightgbm llvm decision-trees gradient-boosting machine-learning

soda-inria / hazardous
gradient-boosting,Competing Risks and Survival Analysis
Organization: soda-inria
Home Page: https://soda-inria.github.io/hazardous/
competing-risks data-science gradient-boosting machine-learning survival-analysis

stanfordmlgroup / ngboost
gradient-boosting,Natural Gradient Boosting for Probabilistic Prediction
Organization: stanfordmlgroup
machine-learning gradient-boosting natural-gradients uncertainty-estimation ngboost python

statmixedml / dgbm
gradient-boosting,Distributional Gradient Boosting Machines
User: statmixedml
distributional-regression xgboost lightgbm normalizing-flow probabilistic-modeling uncertainty-quantification quantile-estimation machine-learning gradient-boosting decision-trees

tensorflow / decision-forests
gradient-boosting,A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
Organization: tensorflow
python machine-learning random-forest tensorflow ml decision-trees gradient-boosting interpretability decision-forest keras

tomerronen34 / treeboost_autograd
gradient-boosting,Easy Custom Losses for Tree Boosters using Pytorch
User: tomerronen34
autograd catboost gradient gradient-boosting lgbm lightgbm loss loss-functions pytorch xgboost

torchensemble-community / ensemble-pytorch
gradient-boosting,A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
Organization: torchensemble-community
Home Page: https://ensemble-pytorch.readthedocs.io
pytorch pytorch-tutorial ensemble-learning ensemble deeplearning neural-networks deep-learning gradient-boosting voting-classifier bagging

x4nth055 / emotion-recognition-using-speech
gradient-boosting,Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
User: x4nth055
machine-learning speech-emotion-recognition emotion-recognition emotion-recognizer sklearn kneighborsclassifier random-forest-classifier mfcc feature-extraction emotion-detection keras support-vector-machine gradient-boosting mlp-classifier librosa deep-learning neural-networks recurrent-neural-networks

zygmuntz / hyperband
gradient-boosting,Tuning hyperparams fast with Hyperband
User: zygmuntz
Home Page: http://fastml.com/tuning-hyperparams-fast-with-hyperband/
hyperparameters hyperparameter-optimization hyperparameter-tuning gradient-boosting-classifier gradient-boosting machine-learning