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microsoft/LightGBM

A high-performance gradient boosting framework for machine learning tasks like ranking, classification, and more.

18.1K
Active
C++
ML Ops
Python
#machine-learning#gradient-boosting#data-mining

Jack-Cherish/Machine-Learning

Open-source machine learning library in Python with implementations of popular algorithms like kNN, decision trees, and SVM.

10.2K
Archived
Python
ML Ops
Python
#machine-learning#python#algorithms

catboost/catboost

A high-performance gradient boosting library for machine learning tasks on CPUs and GPUs.

8.8K
Active
C++
ML Ops
API Frameworks
Python
#machine-learning#gradient-boosting#decision-trees

greyhatguy007/Machine-Learning-Specialization-Coursera

Solutions and notes for the Machine Learning Specialization by Andrew NG on Coursera.

7.1K
Stable
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#andrew-ng#coursera#machine-learning

biolab/orange3

Interactive data analysis tool with machine learning, visualization, and decision tree capabilities

5.6K
Active
Python
ML Ops
Data Visualization
Python
#data-visualization#machine-learning#data-mining

mljar/mljar-supervised

An AutoML Python package for tabular data with feature engineering, hyperparameter tuning, and automatic documentation.

3.2K
Experimental
Python
ML Ops
Databases
Python
#automated-machine-learning#automl#tabular-data

parrt/dtreeviz

A Python library for visualizing and interpreting decision tree models.

3.1K
Active
Jupyter Notebook
Computer Vision
Machine Learning
#data-science#decision-trees#model-interpretation

benedekrozemberczki/awesome-decision-tree-papers

A curated collection of research papers on decision, classification and regression trees with implementations.

2.5K
Stable
Python
Machine Learning Research
Machine Learning
Python
#decision-trees#classification-models#regression-trees

kk7nc/Text_Classification

A comprehensive survey of text classification algorithms and techniques in Python.

1.8K
Experimental
Python
Text Processing
Learning & Education
Python
#text-classification#nlp#machine-learning

edyoda/data-science-complete-tutorial

This repository provides comprehensive tutorials and resources for learning data science and machine learning using Python.

1.8K
Archived
Jupyter Notebook
Databases
Machine Learning
#data-science#machine-learning#numpy

justmarkham/DAT8

General Assembly's 2015 Data Science course covering topics like machine learning, data analysis, and data visualization.

1.6K
Archived
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#data-analysis#data-science#machine-learning

igrigorik/decisiontree

An ID3-based implementation of the ML Decision Tree algorithm in Ruby for use in machine learning projects.

1.5K
Archived
Ruby
ML Ops
API Frameworks
Ruby
#decision-tree#machine-learning#ruby

nivu/ai_all_resources

A curated list of best AI resources for developers, including tutorials, libraries, and tools.

1.4K
Experimental
Jupyter Notebook
AI SDKs & Wrappers
Tutorials & Courses
#artificial-intelligence#machine-learning#data-science

benedekrozemberczki/awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations in Python.

1.0K
Active
Python
Machine Learning Ops
API Frameworks
Python
#machine-learning#classification#gradient-boosting

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