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automl/auto-sklearn

Automated Machine Learning with scikit-learn

8.1K
Active
Python
React
#automated-machine-learning#hyperparameter-tuning#metalearning

alteryx/featuretools

An open-source Python library for automated feature engineering in machine learning.

7.6K
Active
Python
Automated Machine Learning
ETL & Pipelines
Python
#automated-feature-engineering#machine-learning#data-science

rasbt/python-machine-learning-book-2nd-edition

A comprehensive code repository for the popular 'Python Machine Learning (2nd edition)' book, covering data science, machine learning, and deep learning topics.

7.2K
Archived
Jupyter Notebook
Machine Learning
Databases
Python
#machine-learning#data-science#deep-learning

interpretml/interpret

Interpret is a framework for fitting interpretable machine learning models and explaining black-box models.

6.8K
Active
C++
Interpretability
CLI Tools
scikit-learn
#ai#machine-learning#interpretability

adap/flower

Flower is a federated learning framework that enables machine learning on decentralized data.

6.7K
Active
Python
LLM Frameworks
Federated Learning
PyTorch
#federated-learning#machine-learning#ai

Xtremilicious/projectlearn-project-based-learning

A curated list of project tutorials for project-based learning, covering a wide range of technologies including AI and machine learning.

5.6K
Stable
TypeScript
Tutorials & Courses
LLM Frameworks
React
#project-based-learning#machine-learning#tutorials

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

apachecn/sklearn-doc-zh

scikit-learnไธญๆ–‡ๆ–‡ๆกฃ

5.2K
Archived
CSS
React
#machine-learning#python#scikit-learn

rasbt/machine-learning-book

A Python library for learning machine learning and deep learning using PyTorch and Scikit-Learn.

5.0K
Active
Jupyter Notebook
ML Ops
Computer Vision
PyTorch
#machine-learning#deep-learning#computer-vision

rasbt/python-machine-learning-book-3rd-edition

A repository containing code examples from the popular Python Machine Learning book, covering topics like deep learning and scikit-learn.

5.0K
Archived
Jupyter Notebook
Machine Learning
Books & Guides
Jupyter Notebook
#machine-learning#deep-learning#scikit-learn

Nyandwi/machine_learning_complete

Comprehensive machine learning repository with 30+ notebooks covering various ML concepts and techniques.

5.0K
Archived
Jupyter Notebook
Computer Vision
Data Science
Jupyter Notebook
#machine-learning#data-science#computer-vision

DistrictDataLabs/yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

4.4K
Experimental
Python
ML Ops
Data Visualization
Python
#machine-learning#model-selection#visual-analysis

microsoft/FLAML

A fast library for AutoML and hyperparameter tuning that can be used for various machine learning tasks.

4.3K
Active
Jupyter Notebook
Automated Machine Learning
Machine Learning
Jupyter Notebook
#automated-machine-learning#hyperparameter-optimization#tabular-data

TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive collection of tutorials and resources for AI, deep learning, and machine learning in Python.

4.0K
Experimental
Python
Learning & Education
Backend & APIs
Python
#artificial-intelligence#machine-learning#deep-learning

apachecn/hands-on-ml-zh

A Chinese translation of the book 'Hands-On Machine Learning with Scikit-Learn and TensorFlow' for developers interested in machine learning and AI tools.

3.8K
Archived
CSS
LLM Frameworks
Books & Guides
Sklearn
#machine-learning#deep-learning#python

justmarkham/scikit-learn-videos

Jupyter notebooks for learning and experimenting with the popular scikit-learn machine learning library.

3.8K
Archived
Jupyter Notebook
Machine Learning
Tutorials & Courses
Python
#machine-learning#data-science#python

christianversloot/machine-learning-articles

A collection of articles on machine learning concepts and techniques by the author

3.7K
Archived
ML Ops
Tutorials & Courses
#machine-learning#deep-learning#neural-networks

hemansnation/AI-Engineer-Headquarters

A comprehensive collection of AI-powered tools, techniques, and resources for building advanced data-driven applications.

3.7K
Stable
Jupyter Notebook
LLM Frameworks
Data Science
Python
#data-science#machine-learning#deep-learning

BeastByteAI/scikit-llm

Seamlessly integrate large language models (LLMs) like ChatGPT into scikit-learn machine learning pipelines.

3.5K
Active
Python
LLM Frameworks
API Frameworks
scikit-learn
#chatgpt#llm#machine-learning

MilesCranmer/PySR

High-performance symbolic regression library for Python and Julia, with support for explainable AI.

3.4K
Active
Python
Explainable AI
ML Ops
Python
#algorithm#automl#data-science
1345

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