ivmreg

"""
Multiclass SVMs (Crammer-Singer formulation).

A pure Python re-implementation of:

Large-scale Multiclass Support Vector Machine Training via Euclidean Projection onto the Simplex.
Mathieu Blondel, Akinori Fujino, and Naonori Ueda.
ICPR 2014.
http://www.mblondel.org/publications/mblondel-icpr2014.pdf
"""

ivmreg

def smoSimple(dataIn, classLabels, C, tolerance, maxIter):
    dataMatrix = mat(dataIn)
    labelMat = mat(classLabels).T
    m, n = shape(dataMatrix)
    alphas = mat(zeros((m,1)))

    bias = 0

    iter = 0
    while (iter < maxIter):

ivmreg

    public void dumpAndLoadTo(String targetPath) throws IOException, InterruptedException {
        // I first tried something like this:
        //     neo4j-shell -path outDir -c "DUMP MATCH n RETURN n;" | neo4j-shell -path targetPath -file -
        // but performance was horrible upon import.
        // See http://stackoverflow.com/questions/28246416/neo4j-export-import-data .

        logger.info("Loading to db " + targetPath);

        GraphDatabaseService dbSrc = getDb();
        GraphDatabaseService dbDest = getDb(targetPath);

ivmreg

CNTLM and NPM behind NTLM proxy on Windows 7

CNTLM

• Install CNTLM in a folder where you have full rights to run it as administrator.

• Open cntlm.ini and fill it :

Username    YOUR_USERNAME
Domain YOUR_DOMAIN

ivmreg

Code is clean if it can be understood easily – by everyone on the team. Clean code can be read and enhanced by a developer other than its original author. With understandability comes readability, changeability, extensibility and maintainability.

---

General rules

1. Follow standard conventions.
2. Keep it simple stupid. Simpler is always better. Reduce complexity as much as possible.
3. Boy scout rule. Leave the campground cleaner than you found it.
4. Always find root cause. Always look for the root cause of a problem.

Design rules

ivmreg

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