gistfile1.txt

function BayesNet(vars) {
    this.variables = {};
    this.numVars = Object.keys(this.variables).length;
    for (v in vars) {
        this.variables[v] = new BayesNode(vars[v]);
        this.variables[v].CPTorder = this.generateDomainRows(this.variables[v].parents);
        this.variables[v].fullCPT = {}
        for (var i = 0; i < this.variables[v].CPTorder.length; i++) {
           this.variables[v].fullCPT[this.variables[v].CPTorder[i]] = this.variables[v].CPT[i];
        }
        this.variables[v].blocks = false;
    }
}


function BayesNode(obj) {
        this.parents = _.clone( obj.parents );
        this.children = obj.children;
        if (typeof obj.domain == 'undefined')
            this.domain = ['T','F'];
        else
            this.domain = obj.domain;
        this.observation = obj.observation;
        this.CPT = obj.CPT;

        this.sampleDistribution = [];
        for (var i = 0; i < this.CPT.length; i++) {
            var s = [];
            if(this.CPT[i].length == this.domain.length - 1)
                this.CPT[i].push(1 - sumArray(this.CPT[i]));
            s.push(this.CPT[i][0]);
            for (var j = 1; j < this.domain.length - 1; j++) {
               s.push(this.CPT[i][j]+s[j-1]);
            }
            s.push(1.0);
            this.sampleDistribution.push(s);
        }
        //TODO: Check if CPT is valid
}