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Tag Archives: open source
SPMF: upcoming feature: The Memory Viewer
Today, I would like to introduce an upcoming feature that will be released in the next version of SPMF (v. 2.60). It is a tool called the Memory Viewer. This tool is very simple yet useful for investigating the performance … Continue reading
Posted in Data Mining, Data science, open-source, Pattern Mining, spmf
Tagged data mining, data science, java, memory, open source, pattern, pattern mining, spmf
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What is a Closed Itemset and Why is it Useful?
In this blog post, I will explain in simple terms what is a closed itemset and give some examples. I will also mention a few algorithms that can be used to find closed itemsets and that they can be found … Continue reading
Posted in Data Mining, Data science, Pattern Mining
Tagged association rule, closed itemset, closed pattern, data mining, frequent itemset, itemset, itemset mining, java, open source, pattern mining, spmf
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SPMF’s architecture (5) The Graphical User Interface
This is the fifth post of a series of blog posts about the architecture of the SPMF data mining library. Today, I will specifically talk about the graphical user interface of SPMF, its main components and how it interacts with … Continue reading
Posted in Data Mining, Data science, Java, open-source, spmf
Tagged architecture, data mining, data science, graphical user interface, gui, java, open source, pattern mining, software, spmf
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SPMF’s architecture (4) The MemoryLogger
Today, I will continue the series of blog posts to explain the architecture of the SPMF data mining library, and I will talk in particular about a module in SPMF called the MemoryLogger. This module is responsible for recording the … Continue reading
Posted in Data Mining, Data science, open-source, Pattern Mining, spmf
Tagged data mining, data science, GPL, java, open source, pattern mining, software, spmf
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SPMF’s architecture (3) The Preference Manager
This is the third of a series of blog posts about the architecture of the SPMF data mining library. Today, I will explain the role of another an internal module in SPMF, called the Preference Manager. This module is used … Continue reading
Posted in Data Mining, Data science, Java, open-source, Pattern Mining, spmf
Tagged architecture, data mining, java, open source, pattern mining, software, spmf
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SPMF’s architecture (2) The Main class and the Command Processor
In this blog post, I will continue explaining the architecture of the SPMF data mining library. In the previous post, I have introduced a key component of SPMF called the Algorithm Manager, which manages all the algorithms offered in SPMF. … Continue reading
Posted in Data Mining, Data science, open-source, spmf
Tagged architecture, data mining, data science, GPL, machine learning, open source, pattern mining, software, spmf
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SPMF’s architecture (1) The Algorithm Manager
In this new series of blog posts, I will talk about the architecture of the SPMF data mining library, and in particular, I will talk about the AlgorithmManager, which is a key component of SPMF, which manages all the algorithms … Continue reading
Posted in Data Mining, Data science, Java, open-source, Pattern Mining
Tagged architecture, data mining, data science, GPL, java, machine learning, open source, pattern mining, software, spmf
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How to call SPMF from Visual Basic .Net (VB)?
Today, I will explain how to use SPMF from Visual Basic .Net. Previously, I have explained how to call SPMF from C#, from R, from C++ (on Windows) and from Python. Requirements Let me first describe the requirements. It is … Continue reading
Posted in Data Mining, Data science, Pattern Mining, spmf
Tagged .net, apriori, data mining, data science, example, itemset mining, open source, pattern mining, spmf, visual basic
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How to call SPMF from Python (as an external program)?
In this blog post, I will explain how to call the SPMF data mining library from Python. Generally, there are two ways to call SPMF from Python. The first way is to use an unofficial Python wrapper for SPMF such as … Continue reading
SPMF upcoming feature: Algorithm Explorer
Today, I want to show you an upcoming feature of SPMF, which is a new tool called the Algorithm Explorer to explore the list of algorithms and tools offered in SPMF. It is actually a simple tool, but I think … Continue reading