Decision Trees For Ml

Building Decision Trees From Scratch In Python
Alternatives To Decision Trees For Ml
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Lightgbm16,3672785748 days ago34September 12, 2023345mitC++
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.
Catboost7,564126 months ago20September 19, 2023539apache-2.0Python
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
Machine Learning6,628
2 years ago3Python
:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
Orange34,46957476 months ago63October 31, 202399otherPython
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
Machine Learning With Python2,980
a year ago8bsd-2-clauseJupyter Notebook
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Mljar Supervised2,86726 months ago84September 26, 2023141mitPython
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Dtreeviz2,7202227 months ago41July 07, 202261mitJupyter Notebook
A python library for decision tree visualization and model interpretation.
Awesome Decision Tree Papers2,266
6 months ago1cc0-1.0Python
A collection of research papers on decision, classification and regression trees with implementations.
Machine Learning Specialization Coursera2,082
7 months ago16mitJupyter Notebook
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
Data Science Complete Tutorial1,575
2 years ago12Jupyter Notebook
For extensive instructor led learning
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