Questions tagged [graphlab]

GraphLab Create is a Python library, backed by a C++ engine, for quickly building large-scale, high-performance data products.

GraphLab Create is a Python library, backed by a C++ engine, for quickly building large-scale, high-performance data products. GraphLab Create has been renamed to Turi Create, more recent versions of which are open source.

Some key features of GraphLab Create are:

  • Analyze terabyte scale data at interactive speeds, on your desktop.
  • A Single platform for tabular data, graphs, text, and images.
  • State of the art machine learning algorithms including deep learning, boosted trees, and factorization machines.
  • Run the same code on your laptop or in a distributed system, using a Hadoop Yarn or EC2 cluster.
  • Focus on tasks or machine learning with the flexible API.
  • Easily deploy data products in the cloud using Predictive Services.
  • Visualize data for exploration and production monitoring.
223 questions
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GraphLab and SFrames

I am new to python and I'm taking a machine learning course. I have few experience of GraphLab and SFrames. I'd like to know how to apply a conditional and logical operation in case of data stored as SFrames. The following code and output might…
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Install graphlab-create in Python on Windws 10

All -- I see below which means graphlab is already installed (or not)? But help("modules") doesn't show graphlab as one of the installed packages, AND I am unable to run "import graphlab" as it results in "No module named graphlab". (gl-env)…
skafetaur
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python ImportError: No module named cy_unity graphlab

I am new to python and I am trying to work on a project with deep learning and want to use graphlab library. I use sublime text for coding on windows 10. My code is only this line: import graphlab I get this error msg: Traceback (most recent call…
3lwan
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graphlab don't recommend items already owned by user

what should one specify when creating a graphlab recommender model such that the item that a user already own is not recommended to him again? Can this be done directly by specifying certain parameters or do I need to write a recommender from…
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graphlab adding variable columns from existing sframe

I have a SFrame e.g. a | b ----- 2 | 31 4 5 0 | 1 9 1 | 2 84 now i want to get following result a | b | c | d | e ---------------------- 2 | 31 4 5 | 31|4 | 5 0 | 1 9 | 1 | 9 | 0 1 | 2 84 | 2 | 84 | 0 any idea how to do it? or maybe i…
ikel
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Using apply() method on SFrame issues

Background: I have an SFrame that contains numbers indicting how close a dog image is to other images. Usually the dog image should be closest to another dog image but the point is to test the evaluation method My SFrame is called dog_distances…
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GraphLab Installation Issue

I am trying to install GraphLab on windows 10, however towards the end of the installation I receive this error: Unable to activate conda environment "gl-env": Deactivating environment "C:\Users\mbaco\Anaconda2"... Activating environment…
Marc Zaharescu
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How does .apply in Graphlab work?

I have been programming in Java and am trying to learn Python and Graphlab now. I looked at the Graphlab documentation here but it is insufficient for me to understand how .apply works. There does not seem to be much on Google either. There are two…
dissipate
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Graphlab Create setup error: graphlab.get_dependencies() results in BadZipFile error

After installing Graphlab Create on Win 10, it asks us to install 2 dependencies using graphlab.get_dependencies(). However, I am getting the following error: In [9]: gl.get_dependencies() By running this function, you agree to the…
N K
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Python crashes with SFrame

I am doing a course on ML on Coursera. I am using graphlab for this course When I execute the below line, my python gets crashed. Please help me in solving this. I have no clue why it crashes everytime sf = graphlab.SFrame('people-example.csv')
ahairshi
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SFrame Kmeans - Covert to Int, Float, Dict

I'm preparting data to run KMEAMS from Graphlab, and am running into the following error: tmp = data.select_columns(['a.item_id']) tmp['sku'] = tmp['a.item_id'].apply(lambda x: x.split(',')) tmp = tmp.unpack('sku') kmeans_model =…
jKraut
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Converting SFrames into input dataset Sframes

I have a pretty bad way to convert my input logs to the input dataset. I have an SFrame sf with the following format: user_id int timestamp datetime.datetime action int reasoncode str action column takes up 9 values ranging from 1 to…
Parisa Rai
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Insert selected rows from one Sframe to another Sframe

I am aware of append() function to append all rows of one SFrame to another. But I want to insert a specific row from one SFrame to anaother. Is there a way to pick say only 2nd row from Sframe1 and append it to SFrame2? Structure of Promocodes…
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Python: Count of occurrences in dict from another list

I am trying to count the number of times a word exists in a dict column based on a subset of interested words. First I import my data products = graphlab.SFrame('amazon_baby.gl/') products['word_count'] =…
Trexion Kameha
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Treat missing data as just another category

I have some data which is mostly user demographics. There are lot of survey questions which people have answered "yes" or "no". But the data naturally contains lots of missing values. I don't want to impute the missing values. I want to treat that…
Karup
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