Category Archives: AI/ML

all of the stuffs about AI

Human Learning – some thoughts about Machine Learning and its applications

I have attended a security conference recently. To my surprise, a great portion of accepted papers use some kind of Machine Learning techniques to achieve certain security targets. While I am NOT going to criticize any of the papers, this … Continue reading

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Book Recommendation – Building Probabilistic Graphical Models with Python

“Building Probabilistic Graphical Models with Python” is the 3rd book I have reviewed from PACKT publishing. It has just been released on this June. Compared to the classic book of PGM – “PGM: Principles and Techniques” by Dr. Koller, this … Continue reading

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cgpic – Calling GProlog in C

Prolog is a straight-forward way to implement simple logic rules and do the query of the system. GProlog(gprolog) is the GNU version of Prolog implementation. To leverage the power of gprolog into our system code (C/C++), there are usually 2 … Continue reading

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Parallel PAM – a PAM implementation using Parallel Python

pyCluster is a Python implementation for clustering algorithms, including PAM and CLARA, which are widely used in Data Mining. To better the performance of PAM, parallel PAM is designed and implemented using Parallel Python. The experiment shows that parallel PAM, … Continue reading

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jop – Jena Owl Parser

Jena API may be the first choice for building Semantic Web applications using Java – parsing RDF and OWL. However, the official Jena document for ontology API (http://jena.apache.org/documentation/ontology/) seems kind of unfriendly with mixing parser and writer part altogether. ‘jop’ … Continue reading

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NLTK – install nltk for Python2.7 on 64-bit win 7

There are some tricky stuffs if you are planning to install nltk for your Python2.7 (Note, only Python 2.x is supported right now) on 64-bit win7 system. Generally, all these awkward trouble are caused by stupid windows installer, which may … Continue reading

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AI – a modern approach: book digest I

1. Studying the root principles of intelligence is much more important than copying the sample. 2. ‘The Logical Structure of the World’, by Rudolf Carnap, 1928, defines a clear process of computing, which is used to extract knowledge from basic … Continue reading

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