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Deep Learning

Practice Projects


P0: Image Classification

Colaboratory Notebooks

flower_classification.ipynb πŸ“–

Interactive Reports with SageMathCell

P0: Image Classification πŸŒ€


P1: Neural Networks for Regression

Colaboratory Notebooks

boston_regression.ipynb πŸ“–

Interactive Reports with SageMathCell

P1: Neural Networks for Regression πŸŒ€


P2: Multi-Label Classification

Colaboratory Notebooks

letter_recognition.ipynb πŸ“–
letter_generator.ipynb πŸ“–

Interactive Reports with SageMathCell

P2: Multi-Label Classification πŸŒ€
P2: Letter Recognition. Keras Applications πŸŒ€
P2: Letter Generation πŸŒ€


P3: Parts of Speech In Progress


P4: Style Recognition

Colaboratory Notebooks

style_recognition.ipynb πŸ“–

Interactive Reports with SageMathCell

P4: Style Recognition πŸŒ€


P5: Decor Recognition & Colorization

Colaboratory Notebooks

decor_classification.ipynb πŸ“–
style_transfer.ipynb πŸ“–
style_transfer_2.ipynb πŸ“–

Interactive Reports with SageMathCell

P5: Decor Recognition & Colorization πŸŒ€
P5: Style Transfer πŸŒ€ Β  P5: Style Transfer 2 πŸŒ€

Datasets