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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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How to upgrade graphlab create?

I want to know where to paste this command pip install graphlab-create==1.6.1 so that it can upgrade my graphlab create. I use windows 10 64 bit.
user30739
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Getting long integers when running graphlab.text_analytics.count_words in ipython, how to remove that?

I want to remove these long integer from my solution, please suggest something. for example when I ran this : sa = graphlab.SArray(["The quick brown fox jumps."]) graphlab.text_analytics.count_words(sa) my output was: dtype: dict Rows: 1 [{'quick':…
user30739
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Issues with installing GraphLab Create on Windows 7

As part of my curricular, I was trying to install GraphLab Create following instructions given at https://dato.com/ site. My system is running on Windows 7 professional with 8 GB RAM and around 40 GB free hard disk space. I did the…
PB4133944
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std::vector::push_back throws segmentation fault in GraphLab apply()

I am trying to implement BFS algorithm using GraphLab. In my vertex_data struct I am using a vector to hold the path that has been traversed so far. struct vertex_data { std::vector current_path; bool visited; int destination; …
Chrys Vandera
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How to Use VirtualEnv libraries along with system wide libraries?

It might sound dumb, but I am having a hard time understanding how to use VirtualEnv. My use case is as follows: 1. My EC2 is python 2.6.9 and I need to use graphlab create which uses > 2.7 2. I installed a virtualenv and installed graphlab in it…
ashu
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I have an error while installing GraghLab Create

I'm trying to install GraphLab Create from Turi using anaconda 4.0.0 and python 2.7 as mentioned in the installation guide here https://turi.com/download/install-graphlab-create-command-line.html but i get an encoding error as shown in the image.
Mohamed Mahdi
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How Data and String are treated in graphlab

I am having large date set in which some of columns are Date and other are categorical Data like Status, Department Name, Country Name. So how this data is treated in graphlab when i call the graphlab.linear_regression.create method, does i have to…
Narendra Modi
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Why number of coefficients is larger than number of features when using linear regression by Graphlab

In linear regression model , When the number of features is 1, through Graphlab, the number of coefficients is 2. But when the number of features is 3, the number of coefficients is large,even 40. Why not 4? So ,what does the coefficients mean? And…
csorg
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error while installing graphlab in ubuntu

I am getting the following error while installing graphlab in ubuntu 14.04. I already spent lot of time to solve this problem by googling it. can any one help me to solve this prblem. Error: ramy@ramy-Aspire-4739Z:~$ sudo pip install --upgrade…
mohangraj
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Python for and if loop count

what am I doing wrong here? Am trying to keep count of of when the value in a column/field of a row/array is less than all the other ones in the row. So am trying to iterate through each row to check if a particular column is less than the rest of…
Ikenna
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IOError when uploading the data

Is there any data size limits in the graphlab? I have an IOError when I try to link up the file. products = graphlab.SFrame('C:\Machine Learning\Week3\amazon_baby.gl/')
VladAndronik
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calculating the root mean squared value and the average in graphlab

I have a dataframe of the format cp= [cars['car_models']=="chevy"] How is it possible to get the average of cp? have looked everywhere for how to this this. thanks for the help
itsavector
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Importing module in Python doesn't work(Graphlab)

I am trying to use graphlab.evaluation.log_loss function though I can't import it. I try to use log_loss function : evaluation.log_loss(..) but I get the following error: " AttributeError: 'module' object has no attribute 'log_loss'" though other…
ig-melnyk
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