plumpmath / tensorflow-lab

Caution: Contains initial version. Just for introductory idea to get you started!

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