Deep learning model examples and tips in jupyter notebook format. It can be imported into Google Colaboratory or Jupyter lab to interract with.
- Regression
- Binary classifier
- Multiple categories classifier
- ConvNets classifier
- Pre trained ConvNets classifier
- Overfitting solution
- Data augmentation solution
- K-Fold validation
- Features extraction
- Pre-trained model customization
- Visualizing convnets
- Embeddings
- Recurent Neural Network
- Auto Encoder
- Composite Model
- Optical Character Recognition