Scientific Software
Updated 9 months ago

BetaML — Peer-reviewed • Rank 10.5 • Science 95%

BetaML: The Beta Machine Learning Toolkit, a self-contained repository of Machine Learning algorithms in Julia - Published in JOSS (2021)

Scientific Software
Updated 9 months ago

CVtreeMLE — Peer-reviewed • Rank 3.9 • Science 95%

CVtreeMLE: Efficient Estimation of Mixed Exposures using Data Adaptive Decision Trees and Cross-Validated Targeted Maximum Likelihood Estimation in R - Published in JOSS (2023)

Updated 9 months ago

sdtf • Rank 4.0 • Science 77%

Exploring streaming options for decision trees and random forests. Based on scikit-learn fork.

Updated 9 months ago

treeple • Rank 13.4 • Science 67%

Scikit-learn compatible decision trees beyond those offered in scikit-learn

Updated 9 months ago

lightgbm • Rank 33.1 • Science 46%

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.

Updated 9 months ago

lleaves • Rank 19.6 • Science 54%

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

Updated 9 months ago

ModalDecisionTrees • Rank 5.8 • Science 67%

Julia implementation of Modal Decision Trees & Forests, for interpretable classification of spatial and temporal data. Long live Symbolic Learning!!

Updated 9 months ago

yggdrasil-decision-forests • Rank 21.5 • Science 49%

A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.

Updated 9 months ago

dtreeviz • Rank 24.2 • Science 36%

A python library for decision tree visualization and model interpretation.

Updated 9 months ago

rgf • Rank 19.0 • Science 23%

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

Updated 9 months ago

explore • Rank 6.9 • Science 26%

R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)

Updated 9 months ago

treeheatr • Rank 5.2 • Science 13%

Heatmap-integrated Decision Tree Visualizations

Updated 8 months ago

https://github.com/erictleung/ml-final-proj • Rank 0.7 • Science 13%

:wine_glass: CS559/659 Machine Learning Final Project on Predicting Wine Quality

Updated 9 months ago

robusttrees • Science 28%

[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

Updated 9 months ago

https://github.com/cn-tu/machine-learning-in-ebpf • Science 23%

This repository contains the code for the paper "A flow-based IDS using Machine Learning in eBPF", Contact: Maximilian Bachl

Updated 9 months ago

stochtree • Science 26%

Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference

Updated 9 months ago

shiny-decision-trees • Science 44%

Shiny app for creating spam filter decision trees

Updated 9 months ago

ml_individual_tree_mortality • Science 49%

Does Machine Learning outperform Logistic Regression in predicting individual tree mortality? - code and data

Updated 9 months ago

supertree • Science 31%

Visualize decision trees in Python

Updated 9 months ago

df-dn-paper • Science 54%

Conceptual & empirical comparisons between decision forests & deep networks