deep-learning-v2-pytorch and deep-learning-nanodegree

deep-learning-v2-pytorch
51
Established
deep-learning-nanodegree
21
Experimental
Maintenance 0/25
Adoption 10/25
Maturity 16/25
Community 25/25
Maintenance 0/25
Adoption 4/25
Maturity 1/25
Community 16/25
Stars: 5,486
Forks: 5,339
Downloads: —
Commits (30d): 0
Language: Jupyter Notebook
License: MIT
Stars: 8
Forks: 7
Downloads: —
Commits (30d): 0
Language: Jupyter Notebook
License: —
Stale 6m No Package No Dependents
No License Stale 6m No Package No Dependents

About deep-learning-v2-pytorch

udacity/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Covers CNN architectures (with layer visualization), RNNs for sequence modeling, GANs including CycleGAN for unpaired image translation, and transfer learning with pre-trained models like VGGNet. Built entirely in PyTorch with Jupyter notebooks, the material progresses from foundational gradient descent through advanced topics like attention mechanisms, style transfer, and AWS SageMaker deployment. Includes hands-on projects spanning computer vision (dog breed classification, face generation) and NLP (sentiment analysis, TV script generation with character-level RNNs).

About deep-learning-nanodegree

enginBozkurt/deep-learning-nanodegree

Udacity Deep Learning Nanodegree Projects

Related comparisons

deep-learning-v2-pytorch and Deep-Learning-ND-Exercises deep-learning-v2-pytorch and Deep-Learning-Nanodegree deep-learning-v2-pytorch and Deep-Learning-Nanodegree

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