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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

PeterL1n/BackgroundMattingV2

Real-time high-resolution background matting tool for computer vision and ML applications.

7.1K
Archived
Python
Computer Vision
API Frameworks
Python
#computer-vision#machine-learning#matting

guess-js/guess

Provides libraries and tools for enabling machine learning-driven user experiences on the web.

7.1K
Active
TypeScript
Frontend Frameworks
ML Ops
React
#machine-learning#web-performance#prefetch

alirezamika/autoscraper

A powerful, lightweight web scraping library for Python that can automate data extraction from websites.

7.1K
Experimental
Python
Backend & APIs
CLI Tools
Python
#web-scraping#automation#data-extraction

scikit-learn-contrib/imbalanced-learn

A Python package to tackle the curse of imbalanced datasets in machine learning

7.1K
Stable
Python
Python
#machine-learning#imbalanced-datasets#python-package

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

instillai/machine-learning-course

An open-source machine learning course with Python, covering algorithms, AI, and more.

7.1K
Archived
Python
Tutorials & Courses
Python
#machine-learning#artificial-intelligence#algorithms

probml/pyprobml

Python code for a book on probabilistic machine learning, with support for various ML frameworks.

7.0K
Stable
Jupyter Notebook
ML Ops
Books & Guides
PyTorch
#machine-learning#probabilistic-programming#jupyter-notebooks

SerpentAI/SerpentAI

A Python framework for creating AI agents that can learn to play any game you own

7.0K
Archived
Python
Agents & Orchestration
Computer Vision
Python
#game-ai#computer-vision#machine-learning

deeppavlov/DeepPavlov

An open-source library for deep learning end-to-end dialog systems and chatbots.

7.0K
Stable
Python
TensorFlow
#deep-learning#dialogue-agents#natural-language-processing

likedan/Awesome-CoreML-Models

Largest list of pre-trained machine learning models for Apple's Core ML framework for iOS 11+.

7.0K
Experimental
Python
ML Ops
iOS
#machine-learning#core-ml#coreml

pliang279/awesome-multimodal-ml

A comprehensive reading list for research topics in multimodal machine learning.

6.8K
Archived
Computer Vision
Natural Language Processing
#multimodal-learning#reading-list#machine-learning

amitness/learning

A learning repository focused on AI tools, machine learning, and natural language processing for developers.

6.8K
Active
LLM Frameworks
Machine Learning
Python
#deep-learning#generative-ai#llms

vespa-engine/vespa

Vespa is an AI-powered search and recommendation engine for building data-driven, scalable applications.

6.8K
Active
Java
Search-as-a-Service
Search
Java
#search#recommendation#vector-database

polakowo/vectorbt

A high-performance Python library for backtesting, algorithmic trading, and quantitative research.

6.8K
Active
Python
Quantitative Analysis
API Frameworks
Python
#algorithmic-trading#backtesting#quantitative-finance

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

flyteorg/flyte

A flexible workflow orchestration platform that seamlessly integrates data, ML, and analytics stacks.

6.8K
Active
Go
ML Ops
API Frameworks
Go
#workflow-orchestration#data-integration#machine-learning

Angel-ML/angel

A flexible and powerful parameter server for large-scale machine learning models and distributed training.

6.8K
Stable
Java
ML Ops
API Frameworks
Scala
#machine-learning#distributed-training#parameter-server

datawhalechina/fun-rec

An educational tutorial on recommendation systems built with Python, including algorithms and use cases.

6.8K
Active
Python
Recommendation Algorithms
Tutorials & Courses
Python
#recommendation-systems#machine-learning#tensorflow

NicolasHug/Surprise

A Python library for building and analyzing recommender systems, including collaborative filtering and matrix factorization.

6.8K
Experimental
Python
Recommendation Engines
Databases
#recommender-systems#matrix-factorization#collaborative-filtering
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