lisa-lab/DeepLearningTutorials resource

Health v2 · maintenance only

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4150 stars · 2113 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A collection of deep learning tutorial notes and Python code from the LISA lab, teaching core deep learning algorithms using the Theano library. It includes runnable example code, datasets, and Sphinx-built documentation browsable online.

Use cases

• learn deep learning algorithms from scratch
• understand how to implement neural networks in Theano
• find example code for training models on GPU
• study classic deep learning tutorials like autoencoders and RBMs
• get started with deep learning in Python

When to choose

• you want to learn deep learning fundamentals with hands-on code
• you are working with or maintaining legacy Theano-based models
• you prefer algorithm-level explanations over high-level framework abstractions

When to avoid

• you want to build production models with modern frameworks like PyTorch or TensorFlow
• you need actively maintained or up-to-date tutorials
• you require a supported license for redistribution

Facets

learning-resource · maturity maintenance

machine-learning deep-learning gpu-computing deep-learning machine-learning tutorials python cross-platform theano educational neural-networks tutorials

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markdown · JSON · MCP: product_card(name="lisa-lab/DeepLearningTutorials")