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apachecn/ailearning

AI learning repository with tutorials and implementations for machine learning, deep learning, and data analysis

42.1K
Archived
Python
ML Ops
Python
#machine-learning#deep-learning#data-analysis

MorvanZhou/tutorials

Machine learning tutorials for Python developers

12.8K
Archived
Python
React
#machine-learning#python#tutorials

automl/auto-sklearn

Automated Machine Learning with scikit-learn

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

apachecn/sklearn-doc-zh

scikit-learn中文文档

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

charliedream1/ai_quant_trade

A comprehensive platform for learning, simulating, and live trading of stocks using AI and ML techniques.

5.2K
Stable
Jupyter Notebook
Trading Strategies
API Frameworks
Jupyter Notebook
#trading-bot#trading-platform#trading-strategies

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

nidhaloff/igel

A delightful machine learning tool that allows you to train, test, and use models without writing code

3.1K
Stable
Python
React
#machine-learning#automl#neural-networks

scikit-learn-contrib/category_encoders

A library of scikit-learn compatible categorical variable encoders for machine learning applications.

2.5K
Active
Python
ML Ops
ORMs & Query Builders
scikit-learn
#machine-learning#data-preprocessing#categorical-encoding

aws-samples/aws-machine-learning-university-accelerated-nlp

A comprehensive course on accelerated natural language processing using AWS cloud services and tools.

2.4K
Archived
Jupyter Notebook
Machine Learning Ops
Tutorials & Courses
Python
#natural-language-processing#deep-learning#machine-learning

feature-engine/feature_engine

Open-source Python library for feature engineering and selection, compatible with scikit-learn.

2.2K
Active
Python
Feature Engineering
ORMs & Query Builders
scikit-learn
#feature-engineering#feature-extraction#feature-selection

robertmartin8/MachineLearningStocks

A Python library for making stock predictions using machine learning and historical stock data.

1.9K
Archived
Python
Machine Learning
Databases
Python
#algorithmic-trading#data-science#historical-stock-fundamentals

AutoViML/AutoViz

Automatically visualize any dataset, any size with a single line of code, built for vibe coders.

1.9K
Archived
Python
Visualization
Data Visualization
Python
#data-visualization#machine-learning#automated-ml

jakevdp/sklearn_tutorial

Tutorial materials for the scikit-learn machine learning library in Python.

1.8K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Python
#machine-learning#data-science#scikit-learn

Estom/notes

A comprehensive collection of notes and tutorials covering a wide range of topics for developers, including AI, programming languages, and more.

1.8K
Stable
Jupyter Notebook
Tutorials & Courses
Backend Frameworks
Node.js
#note-taking#tutorial#programming-languages

hyperopt/hyperopt-sklearn

Hyper-parameter optimization for sklearn

1.6K
Experimental
Python
AI Code Generation
React
#hyperparameter optimization#sklearn#machine learning

csinva/imodels

Interpretable ML package for concise, transparent, and accurate predictive modeling.

1.6K
Stable
Jupyter Notebook
React
#machine-learning#explainable-ai#interpretable-models

jrieke/traingenerator

A web app to generate template code for machine learning projects with popular frameworks like PyTorch and TensorFlow.

1.4K
Archived
Python
LLM Frameworks
Frontend Frameworks
PyTorch
#machine-learning#deep-learning#template-generation

MemorialCheng/deep-learning-from-scratch

This repository provides open-source code and educational resources for learning deep learning and machine learning with Python.

1.3K
Archived
Jupyter Notebook
Machine Learning
Tutorials & Courses
Jupyter Notebook
#deep-learning#machine-learning#sklearn

nok/sklearn-porter

A Python library that transpiles trained scikit-learn models to C, Java, JavaScript and other languages.

1.3K
Archived
Python
ML Ops
CLI Tools
#scikit-learn#machine-learning#model-deployment

kitops-ml/kitops

An open-source DevOps tool for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.

1.3K
Active
Go
MLOps
Containerization
Go
#ai#devops#oci
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