How to set up Tensorflow with GPU CUDA 8 in virtualenv and Python 3.5

Share on FacebookShare on Google+Tweet about this on TwitterShare on LinkedIn

As the authors say it best

TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them.

www.tensorflow.org

 

We use it a lot so in this short post, we want to show you how to setup the TensorFlow environment on your own. The procedure isn’t so complicated but when you want to do it right there are a few gotchas.

If you want to save some time you can always install TensorFlow CPU version on our PLON platform – just launch the console and write:

 

Continue reading

Share on FacebookShare on Google+Tweet about this on TwitterShare on LinkedIn

PLON Projects – Introduction to Julia

Share on FacebookShare on Google+Tweet about this on TwitterShare on LinkedIn

What is Julia? It’s a language designed for data science and technical computing and its main features are simplicity and speed. It was created by Jeff Bezanson, Alan Edelman, Stefan Karpinski, and Viral B. Shah. Compared to other languages used for similar goals it’s one the fastest solutions out there and thanks to the active community you can use a growing number of packages. Although rankings like the TIOBE Index or RedMonk Programming Language Ranking state that Julia popularity is below the top50 languages, it is surely something worth trying – especially if you are interested in getting the best out of your datasets. We use Julia a lot and in our opinion – you should at least give it a try 🙂

To get you started, we have prepared an introduction to the basics of Julia language which includes:

  1. Datatypes and Operators
  2. Variables and Collections
  3. Linear algebra
  4. Functions
  5. Control Flow
  6. Types
  7. Multiple-Dispatch
  8. Input and Output

>> Introduction to Julia <<

 

How to start experimenting with Julia in PLON? Here’s a short video:

More information:

 

Have feedback? Write it in the comments below, on our facebook page or send it to support@plon.io

Share on FacebookShare on Google+Tweet about this on TwitterShare on LinkedIn

PLON v1.0.1

Share on FacebookShare on Google+Tweet about this on TwitterShare on LinkedIn

We just wanted to give You the current update. We’re running v1.0.1:.

Last changes:

  • many improvements in IDE, more stable project loading
  • fixes and improvements in project publishing, some of you reported a bug: “Error while publishing project: fs” – now it should be fixed 😉
  • bug fix in opening web ssh terminal – the password from modal was not copied correctly 
  • tags autocomplete and dashboard loading were optimized

Future plans:

  • migrate from glusterFS to enterprise level NAS, I/O operations will be faster and we wiil be able to offer you more disk space for your projects
  • recently we have suspended access to Python 3 projects because it caused some problems, but now we are working to bring it back
  • we are working on new project templates for machine learning and computer vision, stay tuned!

 

Any questions or suggestions? Give us a sign at support@plon.io or on our Facebook page!

Share on FacebookShare on Google+Tweet about this on TwitterShare on LinkedIn