MemorialCheng/deep-learning-from-scratch resource

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1368 stars · 386 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated collection of learning materials for deep learning and machine learning, including source code and notes from the book 'Deep Learning from Scratch', the imooc CNN/RNN/GAN course, and the 'Cai Cai's sklearn' machine learning course. It also shares PDF resources and personal study notes.

Use cases

• learn deep learning fundamentals from scratch with python
• find source code for the deep learning from scratch book
• study CNN RNN and GAN algorithm principles
• learn machine learning with sklearn step by step
• download course pdfs and slides for neural network courses
• follow along with jupyter notebook tutorials for deep learning

When to choose

• you want free, organized course materials and book source code for deep learning and sklearn
• you prefer learning via jupyter notebooks and Chinese-language resources
• you are a beginner looking for structured study notes alongside code

When to avoid

• you need production-ready machine learning libraries or maintained software
• you require an actively developed project with a license or official support
• you want English-language materials only

Facets

learning-resource · maturity maintenance

machine-learning deep-learning nlp deep-learning machine-learning tutorials python jupyter-notebook course-notes sklearn cnn rnn gan chinese-language pdf-resources

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