Sample codes
Note: Contains initial version. Just for introductory idea to get you started!
Tensor Flow
DL toolkit by Google (2016)
- Supports all common DL models
- Supports multi-GPU training
- Supports native distributed training
- Great Python Support
#Jupyter Python Notebooks
- 01_Tensorflow_installation.ipynb
- 02_Linear Regression.ipynb
- 03_autoencoder.ipynb
- 04_convolutional_net.ipynb
- 05_lstm.ipynb
- 08_word2vec.ipynb
#Data Sets Outcomes/Experiment Notebook Results
- 1_Theano_Finetuning_Pancakes_Waffles.pdf
- 2_Theano_COCO Image Caption Generation.pdf
- 3_TF_AlexNet_Transfer_Learning_cats_dogs.pdf
- 4_TF_AlexNet_Image_Retrieval_cats_dogs.pdf
#Extra Workshop Materials and Labs for Tensor Flow https://github.com/antriv/tensorflow-workshop