Deep Forest Alternatives

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)
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Alternatives To LAMDA-NJU/Deep-Forest
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
EpistasisLab/tpot 9,385 40 22 over 2 years ago 62 August 15, 2023 284 lgpl-3.0 Python
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
h2oai/h2o-3 7,487 62 33 3 days ago 49 August 09, 2023 2,746 apache-2.0 Jupyter Notebook
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
biolab/orange3 4,469 57 47 about 2 years ago 63 October 31, 2023 99 other Python
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
microsoft/FLAML 3,500 0 11 about 2 years ago 92 October 02, 2023 210 mit Jupyter Notebook
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
mljar/mljar-supervised 2,867 0 2 about 2 years ago 84 September 26, 2023 141 mit Python
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
parrt/dtreeviz 2,720 2 22 over 2 years ago 41 July 07, 2022 61 mit Jupyter Notebook
A python library for decision tree visualization and model interpretation.
tirthajyoti/Machine-Learning-with-Python 2,712 0 0 almost 3 years ago 0 8 bsd-2-clause Jupyter Notebook
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
benedekrozemberczki/awesome-decision-tree-papers 2,266 0 0 about 2 years ago 0 1 cc0-1.0 Python
A collection of research papers on decision, classification and regression trees with implementations.
szilard/benchm-ml 1,839 0 0 over 3 years ago 0 11 mit R
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
kingfengji/gcForest 1,242 0 0 about 5 years ago 0 35 Python
This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'
Alternatives To LAMDA-NJU/Deep-Forest
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