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Recent Posts
- SPMF’s architecture (4) The MemoryLogger
- Unethical services in academia
- SPMF’s architecture (3) The Preference Manager
- A Brief Glossary of Pattern Mining
- SPMF’s architecture (2) The Main class and the Command Processor
- SPMF’s architecture (1) The Algorithm Manager
- How to call SPMF from Visual Basic .Net (VB)?
- How to call SPMF from a C++ Program (Windows)?
- How to call SPMF from R?
- How to call SPMF from Python?
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- SPMF’s architecture (3) The Preference Manager | The Data Mining Blog on SPMF’s architecture (1) The Algorithm Manager
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- How to call SPMF from Visual Basic .Net (VB)? | The Data Mining Blog on How to call SPMF from R?
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Tag Archives: open source
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?
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
Some upcoming features of SPMF 2.54
Today, I will reveal some upcoming features of SPMF, which I am currently testing and will be released in the next version (2.54), probably in about 1 week. 1) The first new feature is that it will be possible to … Continue reading
Posted in open-source, Pattern Mining, spmf
Tagged open source, pattern mining, software, spmf
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Towards SPMF v3.0…
Today, I will talk a little bit about the recent improvements and future direction for the SPMF data mining library. How SPMF started? SPMF is a software project that I started around 2008 when I was a Ph.D student in … Continue reading
Posted in Data Mining, Data science, open-source, spmf
Tagged data mining, data science, library, open source, software, spmf
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Papers without code (and the problem of non-reproducible research)
Recently, there has been some debate on the Machine Learning sub-Reddit about the reproducibility or I should say the lack of reproducibility of numerous machine learning papers. Several Reddit users complained that they spent much time (sometimes weeks) to try … Continue reading
Posted in Uncategorized
Tagged academia, open source, paper_without_code, reproducibility, Research, sourcecode
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