I'm working with python in Jupyter notebook using virtualenv in Ubuntu 16.04 but as soon I create a new file the kernel dies and it happens again and again. This happens although I restarted the whole process again for several times
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Anything in the console, where you started the notebook server? – swenzel Feb 27 '18 at 14:53
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The error message isn't very descriptive; console output would be very helpful. But I have suspicions you can look into:
First, try increasing memory and cpu for your virtual machine. I have a feeling that the kernel is simply getting starved out.
The other question ([sic] suspicion) I have for you is did you have successful runs with Notebook in the past? If the answer is no, there's probably something wrong with the installation.

jhill515
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No, it was my first time. But everything works fine if I run the programs from terminal. – Jubayer Hasan Feb 27 '18 at 19:56
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1Found it! There was problem during installation. Removed jupyter and then updated ipython and installed jupyter again and it worked. – Jubayer Hasan Mar 01 '18 at 05:09