Questions tagged [tflearn]

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20
votes
1answer
9k views

What are the pros and cons of Keras and TFLearn?

What are the pros and cons of Keras and TFlearn? When is one library preferred over the other?
4
votes
0answers
4k views

Memory problems with smaller CNN [closed]

Hello everyone I'm having a weird problem. I having problem with one of two models I've been using. Models take an image data as input and outputs joystick and keyboard information. A simple CNN, ...
2
votes
1answer
930 views

Why does TFLearn DCGAN not run on my GPU (on Windows)?

I have collected the TFLearn DCGAN example code and put it into my local Jupyter environment. Furthermore, I have changed some comments and added ...
2
votes
2answers
2k views

ROC-AUC loss for GRU Model: Cannot use tflearn's loss in keras

I am trying to use tflearn.objectives.roc_auc_score as a loss function for a GRU network in Keras but I get the following error: ...
1
vote
0answers
1k views

tflearn - how to update model and save without completely retraining model

I am using tflearn to text classification. I am able to create DNN and fit it and save it and also retrieve it for predictions. I would like to update trained ...
1
vote
0answers
439 views

Regression Neural Network using tflearn

I have a script which I wrote using python and tflearn. I created a regression neural network model which takes in chemical analysis of wine as input and predicts a score out of 10. Dataset: http://...
1
vote
1answer
564 views

How to create a dummy model in Tensorflow

I am a newbie in Machine learning. I found this example using tflearn somewhere. It is the part of the program where we initialize a dummy model before training ...
0
votes
1answer
455 views

LSTM/RNN model fails on new test data - TFLearn

i'm fairly new to ML and at the moment i'm trying to develop a model that can classify spoken digits (0-9) by extracting ...
0
votes
1answer
154 views

Why there is two output in Titanic case in tflearn quickstart?

I am stuck in the tflearn quickstart guide. I've tried tit and it works perfectly with accuracy around 78%, but the problem is I don't understand why the "labels" consist of two "survived" columns ...
0
votes
0answers
29 views

Getting different graph after converting tflearn model to keras

I have the following code written using tflearn: ...