Is there anyway to use tensorflow or other python frameworks online?

[Mark Weiseman]

Hi there,

I am having a hard time finding a good development environment for python. Specifically installing tensorflow / working in a good IDE has proven difficult and I haven't got it to work in 4 days.

Is there anyplace I can simply import tensorflow into an online workplace so I don't have to bother installing python and going through that hassle?

There are a few code python online sites like repl.it. I found a really good one that sort of lets you test algorithms online here:

https://www.quantopian.com/algorithms/5824fe4813e685001600028d?from_q2_migration=true

I am normally an app developer looking to do more machine learning coding. What's the easiest way to install tensorflow and get it working?

[Sono Chhibber]

Mark if you are ok with Jupyter notebooks for working with Python I can point you to our TF AMI. It has everything installed and ready to go.

• Launch the AMI
  
• Bitfusion Tensorflow README
  

You can launch on a GPU or CPU(If you want something cheaper to experiment with initially) instance type.

Cheers,

Sono

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[Mark Inkley]

Mark

Setting up a python environment is probably the easiest of any  language.  Take a look at anaconda it takes hardly any time to set up.  Anaconda comes standard with a lot of scientific modules including Jupyter Notebook (ipython).

The jupyter notebook is the easiest and simplest way to explore python.

Anaconda has scikit, numpy , pandas, matplotlib , qt etc modules  by default.  

If you don’t need GPU/Cuda/CudaNN then installing vanilla Tensorflow is very simple just follow the instructions on tensorflow.org  

An alternative IDE which I would recommend is pycharm there is a community edition.   python install comes with a default IDE called IDLE.

I have seen some containers on offer in the past, but can’t find those links now.  But I seem to remember they had tf install of python.

Hope this helps 

rgds

mark

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[hernan...@gmail.com]

Give codeenv a try, that is what I am using until a windows version is available.

https://codeenv.com/env/pichonz/582/tensor-flow-pandas/

[Parag]

I've included setup instructions on our course github for students of the Kadenze course, "Creative Applications of Deep Learning": https://github.com/pkmital/CADL#installation-preliminaries - maybe it helps, though I think now Tensorflow also offers Docker https://github.com/tensorflow/tensorflow/blob/master/tensorflow/g3doc/get_started/os_setup.md#docker-installation - which should be a nicer install process.

The course in case you are interested in learning more: https://www.kadenze.com/courses/creative-applications-of-deep-learning-with-tensorflow-i/info

Parag

http://pkmital.com

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[Yuming Wang]

See https://github.com/wangyum/Anaconda

[Sono Chhibber]

Note: I work for Bitfusion

We have an AMI with everything prebuilt including Jupyter.

• README
• AWS AMI

​

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