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. Hit Github repo is at:https://becominghuman.ai/deep-learning-using-tensorflow-and-nltk-analyzing-corpuss-sentiments-part-1-bec9d6c1051 https://github.com/rachit-mishra/NLTK_SentimentAnalysis_TensorFlow.git (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$ |
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