Top 11 decision-tree Open-Source Projects

mljar-supervised

51 2,936 8.5 Python

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Project mention: Show HN: Web App with GUI for AutoML on Tabular Data | news.ycombinator.com | 2023-08-24

Web App is using two open-source packages that I've created:
- MLJAR AutoML - Python package for AutoML on tabular data https://github.com/mljar/mljar-supervised
- Mercury - framework for converting Jupyter Notebooks into Web App https://github.com/mljar/mercury
You can run Web App locally. What is more, you can adjust notebook's code for your needs. For example, you can set different validation strategies or evalutaion metrics or longer training times. The notebooks in the repo are good starting point for you to develop more advanced apps.

awesome-gradient-boosting-papers

1 981 3.7 Python

A curated list of gradient boosting research papers with implementations.
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Intrusion-Detection-System-Using-Machine-Learning

3 326 2.9 Jupyter Notebook

Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
EvoTrees.jl

2 173 8.2 Julia

Boosted trees in Julia
STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA

3 116 0.0 Jupyter Notebook

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks
Scoruby

0 68 0.0 Ruby

Ruby Scoring API for PMML
Optimal_Classification_Trees

1 40 0.0 Jupyter Notebook

Three MIP models for optimal classification tree: OCT, binOCT, flowOCT
SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Decision-Tree-Package

2 37 0.0 C#

An open source Unity package for creating Decision Trees with a visual editor. The package comes with some samples to help teach users how to use it and an action manager to handle executing the results of the decision tree.
ddt

2 33 0.0 Go

Golang Dynamic Decision Tree (by sgrodriguez)
aws-compute-decision-tree

2 30 3.2

A decision tree to help you decide on the right AWS compute service for your needs.
decision-tree-classifier

3 2 0.0 C++

Decision Tree Classifier and Boosted Random Forest

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

decision-tree related posts

Open Source Decision Tree Editor Package for Unity

1 project | /r/gamedev | 18 Jan 2023
[D] Most Popular AI Research Aug 2022 - Ranked Based On GitHub Stars

5 projects | /r/MachineLearning | 3 Sep 2022
Show HN: AWS Compute Decision Tree – Help decide which AWS service to use

1 project | news.ycombinator.com | 2 Dec 2021

Index

What are some of the best open-source decision-tree projects? This list will help you:

	Project	Stars
1	mljar-supervised	2,936
2	awesome-gradient-boosting-papers	981
3	Intrusion-Detection-System-Using-Machine-Learning	326
4	EvoTrees.jl	173
5	STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA	116
6	Scoruby	68
7	Optimal_Classification_Trees	40
8	Decision-Tree-Package	37
9	ddt	33
10	aws-compute-decision-tree	30
11	decision-tree-classifier	2