lrouviere / AGBLinks
These are the codes used in the paper "Accelerated Gradient Boosting" by G. Biau, B. Cadre, and L. Rouvière.
☆17Updated 7 years ago
Alternatives and similar repositories for AGB
Users that are interested in AGB are comparing it to the libraries listed below
Sorting:
- Fast k-Nearest Neighbors Classifier for Large Datasets☆69Updated 7 years ago
- Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions☆21Updated 7 years ago
- Software for learning sparse Bayesian networks☆43Updated 4 years ago
- GBM multicore scaling: h2o, xgboost and lightgbm on multicore and multi-socket systems☆20Updated 7 years ago
- An R package for better visualizing a statistical learning model☆35Updated 2 years ago
- Mirror of Apache Spark☆24Updated 9 years ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆21Updated 7 years ago
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 7 years ago
- Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)☆43Updated 9 years ago
- A curated list of gradient boosting machines (GBM) resources☆10Updated 6 years ago
- An R package for utility-based learning☆34Updated 7 months ago
- Using stochastic gradient descent (SGD) with explicit and implicit updates to fit large-scale statistical models.☆16Updated 10 years ago
- Dimensionality reduction for binary data☆50Updated 4 years ago
- An implementation of the SuperLearner algorithm in Python based on scikit-learn.☆25Updated 11 years ago
- Library for integrated use of H2O with Hyperopt☆13Updated last year
- libFM R package☆26Updated 8 years ago
- R Interface for LightGBM☆47Updated 7 years ago
- [DEPRECATED] An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretab…☆79Updated 4 years ago
- Temporal HIErarchical Forecasting☆47Updated last year
- Fast, principled L1-regularized loss minimization☆24Updated last year
- Homesite Kaggle☆30Updated 9 years ago
- Time Series Feature Extraction and Visualization☆10Updated 8 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Updated 9 years ago
- ☆31Updated 8 years ago
- simple customizable scoring systems in python☆40Updated last year
- NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-lear…☆31Updated 7 years ago
- Sparrow is a boosting algorithm implementation that is optimized for training on very large datasets and/or in the limited memory setting…☆21Updated 4 years ago
- Information Package☆44Updated 9 years ago
- ☆13Updated 3 years ago
- A helper library for data science pipeline☆36Updated 6 years ago