ngboost

Here are 7 public repositories matching this topic...

mohyunho / NAS_transformer

Evolutionary Neural Architecture Search on Transformers for RUL Prediction

transformers evolutionary-algorithms evolutionary-computation neural-architecture-search predictive-maintenance transformer-architecture prognostics rul-prediction ngboost cmapss prognostics-health-management remaining-useful-life-prediction

Updated Apr 18, 2023
Python

kyosek / NGBoost-experiments

Star

Play around with NGBoost and compare with LightGBM and XGBoost

machine-learning lightgbm boosting-algorithms house-price-prediction ngboost

Updated Jun 17, 2024
Python

ryan-wolbeck / ngboost-tuner

Star

A CLI Tuner of NGBoost

python cli ml machinelearning boosting-algorithms ngboost ngboost-tuner cli-tuner

Updated Feb 18, 2025
Python

tr4m0ryp / ngbfast

Star

Bit-identical NGBoost prediction, 3.5-3.7x faster one-row by checking the input once per call, plus a fit-time warning when every tree is constant (the only case where folding speeds it up)

python machine-learning scikit-learn floating-point decision-trees uncertainty-quantification gradient-boosting inference-optimization distributional-regression ngboost constant-folding probabilistic-prediction

Updated Nov 4, 2026
Python

cyrustt / jockey-predictor

Star

Probabilistic Hong Kong horse-racing predictions with NGBoost and Monte Carlo simulation

python data-science machine-learning monte-carlo horse-racing ngboost

Updated Aug 5, 2026
Python

farzanehsadeqi / pv-battery-hub-sizing

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Risk aware battery sizing for a PV and storage EV charging hub in Bielefeld

python stochastic-optimization energy-markets battery-storage ngboost solar-photovoltaic-modules

Updated Oct 9, 2026
Python

Sakshamb13579 / Replicating-Natural-Gradient-Boosting

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Replication of NGBoost (Duan et al., ICML 2020) . Runs the released code on Yacht and Kin8nm, tests its stage-selection rule, and extends the natural, ordinary and constant-scale comparison to five UCI datasets and synthetic data with known noise. Includes the report, scripts, prepared data, saved runs and an LLM-as-judge evaluation.

machine-learning replication reproducible-research reproducibility probabilistic-modeling probabilistic-regression ngboost llm-as-judge llm-as-a-judge uncertainity-quantification

Updated Oct 24, 2026
Python

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