Post date: Nov 07, 2017 3:12:46 PM
After successfully installing TensorFlow on the iMac, we need to install another copy of Spyder.
BigMac:~ munim$ source activate tensorflow
(tensorflow) BigMac:~ munim$ conda install spyder
Then, time check it out with a Sentiment Analysis problem. This nice blog by Rachit Mishra has a tutorial.
https://becominghuman.ai/deep-learning-using-tensorflow-and-nltk-analyzing-corpuss-sentiments-part-1-bec9d6c1051
Hit Github repo is at:
https://github.com/rachit-mishra/NLTK_SentimentAnalysis_TensorFlow.git
Making sure Spyder is installed in the Python virtual environment I was in, the commands given were:
(tensorflow) BigMac:~ munim$ cd Bitbucket
(tensorflow) BigMac:Bitbucket munim$ git clone https://github.com/rachit-mishra/NLTK_SentimentAnalysis_TensorFlow.git
(tensorflow) BigMac:Bitbucket munim$ cd NLTK_SentimentAnalysis_TensorFlow
(tensorflow) BigMac:NLTK_SentimentAnalysis_TensorFlow munim$ time python Sentiment.py
.
.
.
Epoch 0 completed out of 10 loss: 67.907337606
Epoch 1 completed out of 10 loss: 49.8067501187
Epoch 2 completed out of 10 loss: 39.1767932475
Epoch 3 completed out of 10 loss: 27.8834503293
Epoch 4 completed out of 10 loss: 20.3667399287
Epoch 5 completed out of 10 loss: 20.9853808284
Epoch 6 completed out of 10 loss: 18.893711742
Epoch 7 completed out of 10 loss: 16.4990394972
Epoch 8 completed out of 10 loss: 23.0452921689
Epoch 9 completed out of 10 loss: 16.1678221859
Accuracy: 0.929137
real 0m29.963s
user 0m45.665s
sys 0m2.463s
(tensorflow) BigMac:NLTK_SentimentAnalysis_TensorFlow munim$