DeepExperiments

TensorFlow experiments on computer vision and natural language processing

Suggested path

Image Recognition

1. Non TensorFlow Comparisons for notMNIST Data Set
2. Tensorflow basics
3. MNIST For ML Beginners (0.11.0rc2)
4. MNIST For ML Beginners (0.12.0rc2)
5. Fully Connected Neural Networks - No Convolutions
6. Fully Connected Neural Networks - Regularization/L2 - No Convolutions
7. Fully Connected Neural Networks - Regularization/Dropout - No Convolutions
8. Fully Connected Neural Networks + Convolutions
9. AlexNet from ImageNet Classification with Deep Convolutional Neural Networks

Natural Language Processing

1. Word2Vec