lrouviere / AGB
These are the codes used in the paper "Accelerated Gradient Boosting" by G. Biau, B. Cadre, and L. Rouvière.
☆17Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for AGB
- GBM multicore scaling: h2o, xgboost and lightgbm on multicore and multi-socket systems☆20Updated 6 years ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆21Updated 6 years ago
- Using stochastic gradient descent (SGD) with explicit and implicit updates to fit large-scale statistical models.☆16Updated 10 years ago
- R Interface for LightGBM☆48Updated 7 years ago
- Library for integrated use of H2O with Hyperopt☆13Updated 7 months ago
- Software for learning sparse Bayesian networks☆43Updated 4 years ago
- Temporal HIErarchical Forecasting☆46Updated last year
- Sparrow is a boosting algorithm implementation that is optimized for training on very large datasets and/or in the limited memory setting…☆21Updated 3 years ago
- An R package for better visualizing a statistical learning model☆34Updated 2 years ago
- Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)☆43Updated 8 years ago
- ☆12Updated 2 years ago
- Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions☆21Updated 7 years ago
- An implementation of the SuperLearner algorithm in Python based on scikit-learn.☆25Updated 10 years ago
- Particle Gibbs for Bayesian Additive Regression Trees☆33Updated 9 years ago
- libFM R package☆26Updated 8 years ago
- ☆13Updated 7 years ago
- [DEPRECATED] An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretab…☆79Updated 3 years ago
- A curated list of gradient boosting machines (GBM) resources☆10Updated 5 years ago
- ☆31Updated 8 years ago
- Fast k-Nearest Neighbors Classifier for Large Datasets☆67Updated 7 years ago
- Mirror of Apache Spark☆24Updated 9 years ago
- Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python☆45Updated 9 years ago
- This package is DEPRECATED. Please use the packages `grf` or `ranger` instead, which have built-in confidence intervals.☆70Updated 6 years ago
- ☆32Updated 4 years ago
- Personal blog raw files.☆23Updated last year
- SigOpt's public R client☆14Updated last year
- Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.☆9Updated 5 months ago
- A collection of IPython Notebooks containing my research.☆20Updated 6 years ago