artinte/machine-learning-series
机器学习系列
This is a learning resource that guides you through the concepts and practical applications of machine learning, especially deep learning using PyTorch. It helps you understand how to build, optimize, and deploy various deep learning models, starting from basic mathematical concepts and progressing to advanced neural networks like Transformers and Diffusion models. This resource is for students, researchers, or engineers who want to learn and implement machine learning and deep learning solutions.
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Use this if you are a learner or practitioner looking for a comprehensive guide to understanding and implementing deep learning models with a strong focus on PyTorch.
Not ideal if you are looking for a pre-built tool or library to directly solve a specific business problem without needing to understand the underlying machine learning principles.
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Language
Python
License
MIT
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Last pushed
Jun 10, 2025
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